{"id":22657,"date":"2014-11-03T10:56:00","date_gmt":"2014-11-03T10:56:00","guid":{"rendered":"http:\/\/sites.ipleiria.pt\/ipleiria-courses\/?post_type=course&#038;p=218"},"modified":"2026-04-16T20:34:58","modified_gmt":"2026-04-16T19:34:58","slug":"undergraduate-in-computer-engineering","status":"publish","type":"course","link":"https:\/\/www.ipleiria.pt\/en\/course\/undergraduate-in-computer-engineering\/","title":{"rendered":"Computer Engineering"},"content":{"rendered":"\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"d-flex flex-column\">\n <h1 class=\"is-style-theme-title order-2\">Computer Engineering<\/h1>\n   <div class=\"block post-field post-subtitle course-type order-1\">\n <div class=\"sr-only hide-from-gutenberg\">Course Type: <\/div>\n <div class=\"is-style-theme-subtitle-inherit-color\">Bachelor\u2019s Programme<\/div>\n <\/div>\n <\/div>\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-container-3 wp-block-columns\">\n<div class=\"wp-container-1 wp-block-column\" style=\"flex-basis:70%\">\n\n<div class=\"post-field clearfix\">\n<h2 class=\"d-none post-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Programme Introduction<\/h2>\n<div>\n<p>With a Bachelor\u2019s Degree in Computer Engineering, students gain the skills needed to enter one of the most in-demand fields in the job market and develop innovative technological solutions with real impact.<\/p>\n\n\n\n<p>The programme combines practical training in Information Systems and Information Technologies and Cybersecurity with direct exposure to real-world contexts. Throughout the course, students work on real cases in collaboration with internal and external organisations. This enables them to gain experience in teamwork, solve concrete problems, and take part in projects and events in partnership with companies. This hands-on approach allows them to build a strong portfolio and enter the job market with proven experience in the field.<\/p>\n\n\n\n<p>Graduates of this programme stand out for their ability to turn technology into practical solutions, mastering current tools and being ready to meet the challenges of the professional world.<\/p>\n<\/div>\n<div class=\"clearfix\"><\/div>\n<\/div>\n\n<div class=\"post-field clearfix\">\n<h2 class=\"post-title font-weight-semibold h6 m-0 mt-4 p-0\" style=\"font-size: 1rem\">Programme Coordinator<\/h2>\n<div>\n<p>Leonel Filipe Sim\u00f5es Santos<br><a rel=\"noopener\" href=\"mailto:coord.ei.estg@ipleiria.pt\" target=\"_blank\">coord.ei.estg@ipleiria.pt<\/a><\/p>\n<\/div>\n<div class=\"clearfix\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-container-2 wp-block-column pl-md-5\" style=\"flex-basis:30%\">\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n<div class=\"post-field mt-3 course_school\">\n        <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">School<\/h2>\n                                                                        \n            <div class=\"course-meta-value\"><a title=\"Know more about the School of Technology and Management\" href=\"https:\/\/www.ipleiria.pt\/en\/about-us\/schools\/estg\/\">Technology and Management<\/a><\/div>\n                <div class=\"clearfix\"><\/div>\n    <\/div><div class=\"post-field mt-3 course_city\">\n        <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">City<\/h2>\n                                                                        \n            <div class=\"course-meta-value\"><a title=\"Know more about Leiria\" href=\"https:\/\/www.ipleiria.pt\/en\/live\/student-life\/leiria-region\/city-of-leiria\/\">Leiria<\/a><\/div>\n                <div class=\"clearfix\"><\/div>\n    <\/div>    <div class=\"post-field mt-3 course_language\">\n        <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Language<\/h2>\n        <div>Portuguese<\/div>\n        <div class=\"clearfix\"><\/div>\n    <\/div>    <div class=\"post-field mt-3 course_schedule\">\n        <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Type<\/h2>\n        <div>Evening, Morning &amp; Afternoon<\/div>\n        <div class=\"clearfix\"><\/div>\n    <\/div>\n\n<div class=\"post-field mt-3 course_length\">\n    <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Length<\/h2>\n    <div>6 Semesters<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\n\n<div class=\"post-field mt-3 course_vacancies\">\n    <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Vacancies\n<\/h2>\n    <div>\n<p>General contingent Morning &amp; Afternoon: 125<br>General contingent Evening: 30<br>International student contingent: 12<\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\n\n\n\n<div class=\"post-field mt-3 course_dges_registration\">\n    <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">DGES certification<\/h2>\n    <div>\n<p><a href=\"https:\/\/www.dges.gov.pt\/simges\/public\/www\/cursos\/2646\" data-type=\"URL\" data-id=\"https:\/\/www.dges.gov.pt\/simges\/public\/www\/cursos\/2646\" target=\"_blank\" rel=\"noreferrer noopener\">Link to Registration<\/a><\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"gbc-_c6d60f-0b\" class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full\" style=\"background-color:#F3F3F3\"><div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div><div class=\"gbc-wrapper\" style=\"padding-top:0;padding-bottom:0\"><div id=\"gbc-container-gbc-_c6d60f-0b\" class=\"inner-container\">\n<div class=\"wp-container-6 wp-block-columns\">\n<div class=\"wp-container-4 wp-block-column is-vertically-aligned-top m-0 d-print-none\"><div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" width=\"1920\" height=\"1275\" src=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1.webp\" alt=\"\" class=\"wp-image-42684\" srcset=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1.webp 1920w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1-300x199.webp 300w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1-1024x680.webp 1024w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1-768x510.webp 768w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2022\/03\/L_EngInformatica_1-1536x1020.webp 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-container-5 wp-block-column m-0 px-sm-4 scroll-text grey\" style=\"flex-basis:50%\">\n<div id=\"gbc-_abf99b-92\" class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full\" style=\"margin-left:0px;margin-right:0px\"><div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div><div class=\"gbc-wrapper\" style=\"padding-left:15px;padding-right:15px;padding-top:42px;padding-bottom:15px\"><div id=\"gbc-container-gbc-_abf99b-92\" class=\"inner-container\" style=\"max-width:540px\"><div class=\"d-flex flex-column\">\n    <h2 class=\"has-text-align-left is-style-theme-title order-2 mb-4\">Objectives<\/h2>\n    <div class=\"has-text-align-left is-style-theme-subtitle order-1\">Programme<\/div>\n<\/div>\n<div>\n<ul><li>Information Systems and Information Technologies and Cybersecurity<\/li><li>Software development <\/li><li>Network and service planning and configuration <\/li><li>Cybersecurity and mobile computing <\/li><li>Data administration and intelligent data analysis<\/li><\/ul>\n<\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n\n<div id=\"gbc-_46742f-3f\" class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full\" style=\"background-color:#262626\"><div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div><div class=\"gbc-wrapper\"><div id=\"gbc-container-gbc-_46742f-3f\" class=\"inner-container\">\n<div class=\"wp-container-9 wp-block-columns\">\n<div class=\"wp-container-7 wp-block-column m-0 px-sm-4 scroll-text dark\" style=\"flex-basis:50%\">\n<div id=\"gbc-_961362-11\" class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full float-right clearfix\" style=\"margin-left:0px;margin-right:0px\"><div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div><div class=\"gbc-wrapper\" style=\"padding-left:15px;padding-right:15px;padding-top:42px;padding-bottom:15px\"><div id=\"gbc-container-gbc-_961362-11\" class=\"inner-container\" style=\"max-width:540px\">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"d-flex flex-column\">\n    <h2 class=\"has-text-align-left is-style-theme-title has-dark-title-text-color-color has-text-color order-2 mb-4\">Careers Options<\/h2>\n    <div class=\"has-text-align-left is-style-theme-subtitle-inherit-color has-dark-title-text-color-color has-text-color order-1\">Programme<\/div>\n<\/div>\n<div class=\"has-dark-title-text-color-color has-text-color\">\n<ul><li>Network and Database Administrator<\/li><li>Systems Analyst <\/li><li>Software Engineer <\/li><li>Communications Network Engineer <\/li><li>Systems and Services Administrator <\/li><li>Multimedia Engineer <\/li><li>Information Technologies and Cybersecurity Consultant <\/li><li>Project Manager<\/li><\/ul>\n<\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-container-8 wp-block-column m-0 d-print-none\">\n<figure class=\"wp-block-image size-full\"><img src=\"https:\/\/www.ipleiria.pt\/wp-content\/uploads\/2022\/02\/L_EngInformatica.jpg\" alt=\"\" class=\"wp-image-50518\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n    \n    <section id=\"course-curriculum-section\" aria-labelledby=\"course-curriculum-label\">\n        <div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n        <div class=\"d-flex flex-column\">\n            <h2 id=\"course-curriculum-label\" class=\"has-text-align-left is-style-theme-title order-2 mb-4\">Study Plan<\/h2>\n            <div class=\"has-text-align-left is-style-theme-subtitle order-1\">ECTS: 180<\/div>\n        <\/div>\n        \n                \n        <div class=\"post-field mt-3 course_curriculum\">\n            <div id=\"course-curriculum\" class=\"carousel slide\" data-ride=\"false\" aria-roledescription=\"carousel\" aria-labelledby=\"course-curriculum-label\">\n                                                        <ol class=\"carousel-indicators d-flex flex-column flex-sm-row justify-content-sm-between text-center\" role=\"tablist\">\n                                                    <li id=\"carousel-indicator-0\" data-target=\"#course-curriculum\" data-slide-to=\"0\" class=\"btn btn-link active\" aria-selected=\"true\" role=\"tab\" aria-controls=\"course-curriculum-section-0\">1st Year | Common-core Syllabus<\/li>\n                                                    <li id=\"carousel-indicator-1\" data-target=\"#course-curriculum\" data-slide-to=\"1\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-1\">2nd Year | Common-core Syllabus<\/li>\n                                                    <li id=\"carousel-indicator-2\" data-target=\"#course-curriculum\" data-slide-to=\"2\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-2\">2nd Year | Information Systems<\/li>\n                                                    <li id=\"carousel-indicator-3\" data-target=\"#course-curriculum\" data-slide-to=\"3\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-3\">2nd Year | Information Technologies and Cybersecurity<\/li>\n                                                    <li id=\"carousel-indicator-4\" data-target=\"#course-curriculum\" data-slide-to=\"4\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-4\">3rd Year | Common-core Syllabus<\/li>\n                                                    <li id=\"carousel-indicator-5\" data-target=\"#course-curriculum\" data-slide-to=\"5\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-5\">3rd Year | Information Systems<\/li>\n                                                    <li id=\"carousel-indicator-6\" data-target=\"#course-curriculum\" data-slide-to=\"6\" class=\"btn btn-link \" aria-selected=\"false\" role=\"tab\" aria-controls=\"course-curriculum-section-6\">3rd Year | Information Technologies and Cybersecurity<\/li>\n                                            <\/ol>\n                                                <div id=\"course-curriculum-items\" class=\"carousel-inner\" aria-live=\"polite\">\n                                            <div id=\"course-curriculum-section-0\" class=\"carousel-item item active\" role=\"tabpanel\" aria-hidden=\"false\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">1st Year | Common-core Syllabus<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-0\">\n                                                                        Computational Systems\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>1) PC Architecture<br>2) Computers: Theory and Technology<br>3) Instruction Set Architecture<br>4) Representing<br>5) Below programs<br>6) Trends<br>7) Pipelining<br>8) Memory Hierarchy<br>9) Instruction Level Paralelism (ILP)<br>10) Measuring, Reporting and Summarizing Performance<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-1\">\n                                                                        Linear Algebra\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    5\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    60 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Propositional Logic and Mathematical Reasoning<\/li><li>Vectors<\/li><li>Matrices and Systems of Linear Equations<\/li><li>Determinants<\/li><li>Vectors Spaces<\/li><li>Linear Transformations<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-2\">\n                                                                        Programming I\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    7\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-2\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Algorithms<\/li><li>Introduction to C Programming Language<\/li><li>Control statements<\/li><li>Functions<\/li><li>Arrays and Strings<\/li><li>Structures<\/li><li>Files<\/li><li>Pointers<\/li><li>Memory Management<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-3\">\n                                                                        Mathematical Analysis\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-3\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Differential calculus in IR<br>1.1Derivative notion, derivative rules, differentiation of composed and inverse functions<br>1.2Differentiation of trigonometric inverse functions<br>1.3Cauchy\u2019s rule<br>1.4Higher order derivatives and Taylor\u2019s polynomial<br>1.5Parametric curves on the plane and derivatives<\/li><li>Integral calculus in IR<br>2.1Primitive definition, immediate primitive, primitive by parts, by variable substitution and rational fractions<br>2.2Definite integral and properties<br>2.3Fundamental Theorem of integral calculus<br>2.4Computation of planar areas and volumes of solids of revolution<br>2.5Computation of arc length curve<\/li><li>Function of several real variables<br>3.1Definition, domain, level contours, and graphic representation<br>3.2Limits and continuity<br>3.3Partial derivatives, differentiability, directional derivatives<br>3.4Chain rule<br>3.5.Extrema points<\/li><li>First-order ordinary differential equations (ODE)<br>4.1Definition, classification, general and particular solution<br>4.2Separable ODE<br>4.3Applications of ODE<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-4\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-4\">\n                                                                        Applied Physics\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-4\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Electrical circuits<br>1.1 Electrical quantities<br>1.2 Circuit Analysis Methods<\/li><li>Digital electronics<br>2.1. Decimal\/Binary\/Hexadecimal numbering systems<br>2.2. Boolean algebra<br>2.3. Logic gates<br>2.4. Combinational logic design<br>2.5 Karnaugh maps<\/li><li>Sensors, Actuators and signal conditioning<br>3.1. Sensors, Actuators: principles of operation and applications<br>3.2. Operational amplifiers<br>3.3. Applications<\/li><li>Data Acquisition with microcontroller based- platforms<br>4.1. Low-cost microcontroller systems: the Arduino platform<br>4.2. Data acquisition and control with the Arduino platfor<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-5\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-5\">\n                                                                        Operating Systems\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-5\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>1.Theoretical Part<br>1.1-Introduction<br>1.2-Organization of operating systems<br>1.3-Processes and threads<br>1.4-Memory management<br>1.5-Filesystems<br>1.6-Asynchronous events<br>2.Practical Part<br>2.1-Presentation of UNIX\/Linux systems<br>2.2-The shell (BASH)<br>2.3-System programming with the C programming language<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-6\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-6\">\n                                                                        Statistics\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    3\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    45 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-6\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Probability Distributions<br>1.1 Random variable definition<br>1.2 Discrete random variables<br>1.3 Continuous random variables<br>1.4 Discrete probability distributions (Bernoulli trials, binomial and Poisson)<br>1.5 Continuous probability distributions (uniform, exponential, normal, t-student, qui-quadrado and F-Snedecor)<\/li><li>Summary Data Analysis<br>2.1 Preparation of a data set<br>2.2 Frequencies distribution tables<br>2.3 Numerical summaries (central and not central tendency, dispersion, skewness and outliers)<br>2.4 Graphical representation<\/li><li>Statistical Inference<br>3.1 Point and interval estimation<br>3.2 Confidence intervals<br>3.3 Hypothesis testing<\/li><li>Bivariate Data Analysis<br>4.1 Contingency tables<br>4.2 Linear Regression<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-7\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-7\">\n                                                                        Discrete Mathematics\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-7\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Sets, functions, relations and algorithms<\/li><li>Techniques of Counting<\/li><li>Directed Graphs<\/li><li>Binary trees<\/li><li>Properties of the integers<\/li><li>Languages, Grammars and Machines<\/li><li>Ordered Sets and Lattices<\/li><li>Boolean Algebra<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-8\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-8\">\n                                                                        Programming II\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    7\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-8\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ul><li>Object Oriented Programming Basic Concepts<\/li><li>Encapsulation<\/li><li>Inheritance<\/li><li>Polymorphism<\/li><li>Interfaces<br>\u2022 Common behavior identification<br>\u2022 Purely abstract classes (interfaces) that work as markers<br>\u2022 Using generic types (while marked with the same interface)<\/li><li>Abstract Data Types<\/li><li>Exceptions and Serialization<br>\u2022 Design of an exception hierarchy structure for a specific context<br>\u2022 Persistence using streams<br>\u2022 Text streams<br>\u2022 Binary streams<br>\u2022 Serialization as an approach to persist information in binary format<\/li><\/ul>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-9\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-9\">\n                                                                        Internet Technologies\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-9\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>The Internet;<\/li><li>IP services;<\/li><li>WEB development introduction;<\/li><li>Internet of Things (IoT);<\/li><li>IoT netwoks and platforms;<\/li><li>Internet security aspects;<\/li><li>IoT innovative solutions development.<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-0-10\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-10\">\n                                                                        Option I\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-0-10\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>English<\/strong><\/p>\n\n\n\n<ol><li>English as a lingua franca. Attitudes towards English.Expressions to convey linguistic and learning necessities.Brief notions of the<br>characteristics that have led English to become a global language.<br>2.Informal Conversation: Taking part in conversations about people, places and other topics; description of personal and professional<br>profiles; identification of cultural differences.<br>3.Contacts: Starting and keeping conversations about topics related to the professional context via telephone, email or face to face\u2026<br>Describing people and exchanging information.<br>4.Meetings: Expressions to set up and organize meetings, make decisions, solve problems, present suggestions and lead meetings. Official<br>register of information. Checking and clarifying facts and figures.<br>5.Negotiating relationships: Expression of formality and informality. Expression of likes and dislikes about travelling on business. Discussing<br>attitudes about meetings and cultural behaviours in different countries<\/li><\/ol>\n\n\n\n<p><strong>Free Elective I<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-1\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">2nd Year | Common-core Syllabus<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-0\">\n                                                                        Computers Networks\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Fundamental concepts on the functioning of computer networks<\/li><li>TCP\/IP architecture and Internet functioning<\/li><li>Fundamental topics on IPv6 and IPv4 technology<\/li><li>Local network technologies, both wired and wireless<\/li><li>Essential services for network and Internet communication<\/li><li>Security services applied to small\/medium-sized networks<\/li><li>Designing secure computer network architecture solutions<\/li><li>Planning secure local networks in domestic and business environments with essential services<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-1\">\n                                                                        Graphical Systems and Interaction\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    5\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>1 &#8211; Evolution of Human-Computer Interfaces and usability principles<br>2 &#8211; Analysis of users and tasks<br>3 &#8211; Humans and computers<br>4 &#8211; Conceptualization of interaction<br>5 &#8211; Prototyping<br>6 &#8211; Visual communication<br>7 &#8211; Evaluation of interfaces<br>8 &#8211; 3D Interfaces<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-2\">\n                                                                        Databases\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-2\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to Information Systems and Databases<br>1.1 Concepts<br>1.2 File Management Systems: characteristics, advantages and disadvantages<br>1.3 Database Systems: characteristics, architecture and components, data models<\/li><li>SQL &#8211; Structured Query Language<br>2.1 Data Manipulation (DML)<br>2.2 Data Definition (DDL)<br>2.3 Data Control (DCL)<\/li><li>Relational Model<br>3.1 Terminology<br>3.2 Relational Integrity<br>3.3 Relational Languages<br>3.4 Views<br>3.5 Relational DBMS rules<\/li><li>Relational Databases Normalization<br>4.1 Functional dependencies<br>4.2 First, Second and Third Normal Form, Boyce-Codd Normal Form<br>4.3 Strategy<\/li><li>Entity\u2013Relationship (E-R) Model<br>5.1 Basic concepts<br>5.2 E-R Diagram<br>5.3 Rules for deriving relations<br>5.4 Advanced concepts<\/li><li>Tuning the database design<br>6.1 Concepts and Objectives<br>6.2 Denormalization<\/li><li>Maintaining data integrity in client\/server databases<br>7.1 Declarative Integrity Constraints<br>7.2 PL\/SQL Programming: Triggers and Stored Procedures<\/li><li>Transactions and concurrency control<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-3\">\n                                                                        Data Structures and Algorithms\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-3\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ul><li>Brief review of OOP<\/li><li>Recursion<ul><li>Concept of recursion<\/li><li>Advantages and disadvantages of its use<\/li><\/ul><\/li><li>Analysis of algorithms<ul><li>Compare different algorithms that solve the same problem<\/li><li>Big-Oh Notation (simplified)<\/li><\/ul><\/li><li>Generic data structures<ul><li>Tables (review)<\/li><li>Lists<\/li><li>Hash tables<\/li><li>Stacks and queues<\/li><li>Binary trees<\/li><\/ul><\/li><\/ul>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-4\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-4\">\n                                                                        Advanced Programming\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    7\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-4\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Concurrent programming<br>1.1 Introduction to concurrent programming<br>1.2 Processes and threads<br>1.3 Mechanisms for communication between threads<br>1.4 Concurrency, mutual exclusion and synchronization<\/li><li>Distributed programming<br>2.1 Introduction to distributed systems<br>2.2 Representation of information<br>2.3 Programming sockets<br>2.4 Study of application protocols<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-5\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-5\">\n                                                                        Artificial Intelligence\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-5\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to Artificial Intelligence<br>1.1.What Artificial Intelligence is<br>1.2.State of the art<\/li><li>Intelligent agents<br>2.1.How they must behave<br>2.2.Structure<br>2.3.Environments<\/li><li>Search and search spaces<br>3.1.Problem solving through search<br>3.1.1.State spaces<br>3.1.2.Problem formulation<br>3.2.Blind and informed search<br>3.3.Informed search<\/li><li>Metaheuristics<br>4.1.Hill-climbing<br>4.2.Simulated Annealing<br>4.3.Genetic Algorithms<br>4.4.Evolutionary Strategies<br>4.5.Swarm Particles optimization<\/li><li>Learning<br>5.1.Types of learning<br>5.2.Learning of general logic descriptions<br>5.3.ID3 algorithm<\/li><li>Neural networks<br>6.1.Components of a neural network<br>6.2.How a neural network works<br>6.3.Perceptron training<br>6.4.Multilayer neural networks<br>6.5.Gradient Descent algorithm<br>6.6.Back-propagation algorithm<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-6\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-6\">\n                                                                        Software Engineering\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-6\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to Software Engineering<br>2: Software processes<br>3: Agile software development<br>4: Requirements engineering<br>5: System modeling<br>6: Architectural design<br>7: Design and Implementation<br>8: Project management<br>9: Project planning<br>10: Quality management<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-7\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-7\">\n                                                                        Information Security\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-7\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li> Introduction to information security<\/li><li> Introduction to cryptography<\/li><li> Modes of symmetric encryption<\/li><li> Symmetric algorithms<\/li><li> Length of keys<\/li><li> Asymmetric cryptography &#8211; The case of RSA<\/li><li> Hash functions<\/li><li> MACs and key establishment<\/li><li> SSL and TLS<\/li><li> Secure Email &#8211; PGP e GPG<\/li><li> CACert and SMIME<\/li><li> The Portuguese citizen card<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-8\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-8\">\n                                                                        Database Systems\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-8\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Oracle Database: metadata and data dictionary<\/li><li>Performance Optimization<br>2.1 Data integrity in denormalized databases;<br>2.2 Indexing;<br>2.3 Queries processing and optimization;<br>2.4 Partitioning, parallel processing and multiprocessing.<\/li><li>Data security<\/li><li>Tasks of a DBA<\/li><li>Server architecture<br>5.1 Architecture components<br>5.2 Instance Management<br>5.3 Database files: control file, redo log files, data files<br>5.4. Storage Structures<br>5.5 Physical data storage<\/li><li>Data replication, backup and recovery<\/li><li>Non-Relational Database Management Systems<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-1-9\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-1-9\">\n                                                                        Applications for the Internet\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    60 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-1-9\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>General concepts and architecture of the Web and Web Applications<\/li><li>Specification and formatting of web content with HTML and CSS<\/li><li>PHP language<\/li><li>Forms and interaction between Web clients and servers<\/li><li>Object Oriented Programming with PHP<\/li><li>HTTP protocol and state in Web applications<\/li><li>Laravel Framework<\/li><\/ol>\n\n\n\n<ul><li>MVC design pattern;<\/li><li>Architecture and structure;<\/li><li>Models, Views, Controllers and Routes;<\/li><li>Templates with Blade;<\/li><li>Databases, Migrations, Seeds and Eloquent;<\/li><li>HTTP Requests and Responses, Storage, Uploads and Downloads;<\/li><li>Authentication and Authorization, Middleware and data validation;<\/li><li>Installation and use of external packages.<\/li><\/ul>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-2\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">2nd Year | Information Systems<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-2-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-2-0\">\n                                                                        Information Security\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-2-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>1 &#8211; Introduction to information security<br>2 &#8211; Introduction to cryptography<br>3 &#8211; Modes of symmetric encryption<br>4 &#8211; Symmetric algorithms<br>5 &#8211; Length of keys<br>6 &#8211; Asymmetric cryptography &#8211; The case of RSA<br>7 &#8211; Hash functions<br>8 &#8211; MACs and key establishment<br>9 &#8211; SSL and TLS<br>10 &#8211; Secure Email &#8211; PGP e GPG<br>11 &#8211; CACert and SMIME<br>12 &#8211; The Portuguese citizen card<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-2-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-2-1\">\n                                                                        Database Systems\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-2-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Oracle Database: metadata and data dictionary<\/li><li>Performance Optimization<br>2.1 Data integrity in denormalized databases;<br>2.2 Indexing;<br>2.3 Queries processing and optimization;<br>2.4 Partitioning, parallel processing and multiprocessing.<\/li><li>Data security<\/li><li>Tasks of a DBA<\/li><li>Server architecture<br>5.1 Architecture components<br>5.2 Instance Management<br>5.3 Database files: control file, redo log files, data files<br>5.4. Storage Structures<br>5.5 Physical data storage<\/li><li>Data replication, backup and recovery<\/li><li>Non-Relational Database Management Systems<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-3\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">2nd Year | Information Technologies and Cybersecurity<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-3-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-3-0\">\n                                                                        Services and Systems Secure Administration\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-3-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Fundamentals of Linux operating system<\/li><li>General methodology for system administration<\/li><li>Perl for system administration<\/li><li>Local and network filesystems:<\/li><li>Logs management<\/li><li>TCP\/IP services: HTTP, DNS, DHCP, and SSH<\/li><li>Security services: IDS, firewall, and VPN:<\/li><li>Web-base administration<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-3-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-3-1\">\n                                                                        Virtualization and Cloud\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-3-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Virtualization<br>a. Concepts, benefits and uses<br>b. Type 1 and Type 2 Hypervisors<br>c. Virtual machine creation methods<br>d. Network and Storage virtualization<br>e. Management of virtual environments and virtualization server teams<br>f. Snapshots<\/li><li>Cloud Computing<br>a. Global Infrastructure<br>b. Cloud services<br>c. Types of cloud and types of cloud services<br>d. Content storage and sharing<br>e. Performance optimization, scalable environments and cost control<\/li><li>Cloud Security<br>a. Secure access to cloud resources<br>b. Infrastructure security settings<br>c. Application data protection<br>d. Security, monitoring and logging Services<br>e. Incident management and response<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-4\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">3rd Year | Common-core Syllabus<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-4-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-4-0\">\n                                                                        Distributed Applications Development\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    60 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-4-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Server processing and client processing<\/li><li>Web applications models<\/li><li>JavaScript basic concepts and syntax<\/li><li>ECMAScript 6 and advanced JavaScript concepts<\/li><li>Document Object Model<\/li><li>Asynchronous communication with AJAX<\/li><li>REST APIs<\/li><li>Cloud Deployment Strategies<\/li><li>SPA model application framework (Vue)<\/li><li>Node.js server<\/li><li>Reactivity and bidirectional communication with WebSockets<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-4-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-4-1\">\n                                                                        Systems Integration\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    60 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-4-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Background and Introduction to Systems Integration<\/li><li>Integration Patterns<\/li><li>Agnostic data representation<\/li><li>Service-oriented integration<\/li><li>Messaging-oriented integration<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-4-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-4-2\">\n                                                                        Option III\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    3\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-4-2\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Seminar<\/strong><\/p>\n\n\n\n<p>Set of thematic seminars distributed over the course and defined in each academic year.<br>Structuring and preparing technical documentation and respective oral presentation.<br>Set of outdoor activities (to be carried out and people outside the community IPL)<br>Set of indoor activities (for people within the community IPL)<\/p>\n\n\n\n<p><strong>Free Elective III<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-4-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-4-3\">\n                                                                        Option IV\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-4-3\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Innovation and Entrepreneurship<\/strong><\/p>\n\n\n\n<ol><li>Introduction to Entrepreneurship Innovation (types, motivation, culture)<\/li><li>Opportunities and ideas<br>2.1. sources of ideas<br>2.2. Creativity<br>2.3. Ideas versus entrepreneurs<\/li><li>The inner entrepreneur<br>3.1 Continuous improvement<br>3.2 Innovation<\/li><li>Business or project test (pretotype)<\/li><li>Team and project management<\/li><li>Intellectual Property<\/li><li>Financing<\/li><li>Organizational management and business plan<br>8.1. Business strategy<br>8.2. Marketing strategy<br>8.3. Business plan<\/li><\/ol>\n\n\n\n<p><strong>Free Elective IV<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-5\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">3rd Year | Information Systems<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-0\">\n                                                                        Business Application Development\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to enterprise applications: software architectures and software patterns;<\/li><li>Patterns of enterprise application development used in the presentation layer;<\/li><li>Patterns of enterprise application development used in the business logic layer;<\/li><li>Object Relational Mapping and patterns of enterprise application development used in the data access layer;<\/li><li>Concurrency definitions and problems: most used software patterns;<\/li><li>Patterns for distributed objects;<\/li><li>The Java Enterprise Edition (JEE) platform.<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-1\">\n                                                                        Decision Support Techniques\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to Decision Support Systems<\/li><li>OLAP and Data Warehousing<\/li><li>Data Warehousing Process<\/li><li>Extraction, Transformation and Loading of Data<\/li><li>Dimensional Modelling<\/li><li>Analytics e data mining<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-2\">\n                                                                        Advanced Topics in Software Engineering\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-2\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol><li>Introduction to software development agile methods<\/li><li>eXtreme Programming<\/li><li>Scrum<\/li><li>Kanban<\/li><li>Software Projects Agile Management<\/li><li>Software Architectures<\/li><li>Software design &#8211; software design patterns and refactoring<\/li><li>Software Tests according to an agile perspective<\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-3\">\n                                                                        Option II\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-3\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Knowledge Engineering<\/strong><\/p>\n\n\n\n<ol><li>Introduction to Data Mining<\/li><li>Methodologies for the Data Mining Process<\/li><li>Data Exploration<\/li><li>Data Preparation<\/li><li>Data Reduction<\/li><li>Data Mining Algorithms<\/li><li>Model Evaluation and Selection<\/li><li>Privacy, Security and Challenges<\/li><\/ol>\n\n\n\n<p><strong>Free Elective II<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-4\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-4\">\n                                                                        Option V\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    5\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-4\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Business Information Systems<\/strong><\/p>\n\n\n\n<ol><li>The Digital Firm:<br>1.1 Managing the Digital Firm;<br>1.2 Information Systems in the Organisation;<br>1.3 Organizations, Management and Strategy;<br>1.4 E-commerce and e-business;<br>1.5 Social and ethical issues in the digital firm;<\/li><li>Information Systems for the Organisation:<br>2.1 Knowledge Management;<br>2.2 Supported decision-making;<\/li><li>Implementing Information Systems:<br>3.1 The value of Information Systems;<br>3.2 Redesigning an Organisation;<br>3.3 Change Management;<\/li><li>Managing Information Systems:<br>4.1 Security and control;<br>4.2 International Information Systems<\/li><\/ol>\n\n\n\n<p><strong>Free Elective V<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-5-5\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-5-5\">\n                                                                        Informatic Project in Information Systems\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    14\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    45 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-5-5\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>The course does not have defined contents, since it depends on the project that each student (or each group of students) develops. In fact,<br>there are multiple proposals (one per group of two students, but proposals for single elements can also be made).<\/p>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                            <div id=\"course-curriculum-section-6\" class=\"carousel-item item\" role=\"tabpanel\" aria-hidden=\"true\">\n                                                            \n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n                                <div class=\"wp-block-table m-0\">\n                                    <table>\n                                        <caption class=\"sr-only\">3rd Year | Information Technologies and Cybersecurity<\/caption>\n                                        <thead>\n                                            <tr>\n                                                                                                                                                            <th class=\"curricular_plan_cu_field curricular_plan_cu_code\">ID<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_title\">Name<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_period\">Semester<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_ects\">ECTS<\/th>\n                                                                                                                                                                                                                <th class=\"curricular_plan_cu_field curricular_plan_cu_duration\">Length<\/th>\n                                                                                                                                                                                                                                                    <\/tr>\n                                        <\/thead>\n                                        <tbody>\n                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-0\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-0\">\n                                                                        Advanced Topics in Networks\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-0\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<ol type=\"1\"><li>Advanced IPv6<ul><li>&#8211; Fundamentals<\/li><li>&#8211; Differences from the IPv4 Protocol<\/li><li>&#8211; Addressing<\/li><li>&#8211; Transition Mechanisms<\/li><li>&#8211; Importance of Multicast in IPv6<\/li><\/ul><\/li><li>Routing Protocols<ul><li>&#8211; OSPF and BGP<\/li><li>&#8211; Routing Optimization Mechanisms<\/li><li>&#8211; Practical Configuration Scenarios<\/li><\/ul><\/li><li>Quality of Service (QoS) \/ Quality of Experience (QoE)<ul><li>&#8211; QoS Models<\/li><li>&#8211; Classification and Marking<\/li><li>&#8211; Congestion Management<\/li><li>&#8211; Congestion Control<\/li><li>&#8211; Traffic Policing<\/li><li>&#8211; Traffic Shaping<\/li><li>&#8211; Application Scenarios<\/li><\/ul><\/li><li>Multi-service Networks<ul><li>&#8211; Fundamentals<\/li><li>&#8211; MPLS<\/li><li>&#8211; Multicast<\/li><li>&#8211; Integration Scenarios<\/li><\/ul><\/li><li>Emerging Technologies<ul><li>&#8211; Segment Routing<\/li><li>&#8211; L3VPN<\/li><li>&#8211; Application Scenarios<\/li><\/ul><\/li><\/ol>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-1\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-1\">\n                                                                        Systems Security\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-1\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>Cybersecurity terminology and concepts<\/p>\n\n\n\n<ul><li>Fundamental cybersecurity principles<\/li><li>Cybersecurity in the context of computer crime<\/li><li>Cybersecurity vulnerabilities<\/li><li>Cybersecurity threat landscape<br>Cryptology<\/li><li>Classic and modern symmetric cryptography techniques<\/li><li>Confidentiality<\/li><li>Asymmetric cryptography<\/li><li>Key distribution<\/li><li>Authentication functions and modes<br>Authentication<\/li><li>Digital certificates and signatures<\/li><li>Users, entities and devices<\/li><li>Authentication protocols<br>Communications security<\/li><li>Wi-Fi, TLS<\/li><li>IoT devices<\/li><li>Cybersecurity measures<br>Cybersecurity policies<\/li><li>security standards and frameworks<\/li><\/ul>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-2\">\n                                                                        Option II\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S1\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    5\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-2\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Data Centers Management<\/strong><\/p>\n\n\n\n<ol><li>Data Center Infrastructures<\/li><li>High Availability and Load Balancing<\/li><li>Disaster Recovery Plans<\/li><li>Data Center Monitoring Protocols and Applications<\/li><li>Distributed File Systems<\/li><li>Centralized Backup Systems<\/li><li>Security in Data Center Infrastructures and Technologies<\/li><\/ol>\n\n\n\n<p><strong>Free Elective II<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-3\">\n                                                                        Option V\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    5\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-3\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p><strong>Intelligent and Cybersecure Systems Engineering<\/strong><\/p>\n\n\n\n<ol><li>. General aspects of planning and designing Information Technology solutions<\/li><li>Infrastructure planning and design of a local and wide-area computer network<\/li><li>Planning and design of IT network interconnection infrastructures and support services<\/li><li>Planning and designing IoT solutions<\/li><li>Planning secure IT solutions<\/li><li>Smart Services to support IT solutions<\/li><li>Prototyping and evaluation of secure and intelligent IT solutions<\/li><\/ol>\n\n\n\n<p><strong>Free Elective V<\/strong><\/p>\n\n\n\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-4\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-4\">\n                                                                        Cloud Computing Laboratory\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    6\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    75 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-4\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>C1 &#8211; Implementation of Network Functions in a virtualized environment.<br>C2 &#8211; Implementation of network configuration and management solutions.<br>C3 &#8211; Analysis of Software-Defined Networking architecture and the security strategies to implement in them.<br>C4 &#8211; Implementation of resource control and orchestration solutions through free\/open-source software platforms, Openstack,<br>OpenDayLight, and Kubernetes.<br>C5 &#8211; Implementation of secure control solutions for Mikrotik devices.<br>C6 &#8211; Integration of different container virtualization solutions.<br>C7 &#8211; Use of Nokia&#8217;s ContainerLab virtualization solution.<br>C8 &#8211; Use of neural networks (AI) for security analysis of connections and anomaly detection.<br>C9 &#8211; Implementation of development projects for the management and configuration of physical\/virtual infrastructures.<\/p>\n<\/td><\/tr>\n                                                                                                                                            <tr>\n                                                                                                                                                                        <td class=\"curricular_plan_cu_field curricular_plan_cu_code\">\n                                                                                                                                    \n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_title\">\n                                                                                                                                    <a class=\"btn btn-link p-0\" data-toggle=\"collapse\" href=\"#curricular_plan_cu_description-6-5\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-6-5\">\n                                                                        Informatic Project in Information Technologies and Cybersecurity\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    S2\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    14\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    45 h\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                                                        <\/tr>\n                                                                                                    <tr id=\"curricular_plan_cu_description-6-5\" class=\"collapse\"><td colspan=\"5\" class=\"curricular_plan_cu_field curricular_plan_cu_description\">\n<p>The course does not have defined contents, since it depends on the project that each student (or each group of students) develops. In fact,<br>there are multiple proposals (one per group of two students, but proposals for single elements can also be made).<\/p>\n<\/td><\/tr>\n                                                                                                                                    <\/tbody>\n                                    <\/table>\n                                <\/div>\n                                                    <\/div>\n                                    <\/div>\n    \n                                                        <div class=\"carousel-controls\">\n                        <a class=\"carousel-control-prev\" href=\"#course-curriculum\" role=\"button\" data-slide=\"prev\" aria-controls=\"course-curriculum-items\">\n                            <span class=\"carousel-control-prev-icon\" aria-hidden=\"true\"><\/span>\n                            <span class=\"sr-only\">Previous Year<\/span>\n                        <\/a>\n                        <a class=\"carousel-control-next\" href=\"#course-curriculum\" role=\"button\" data-slide=\"next\" aria-controls=\"course-curriculum-items\">\n                            <span class=\"carousel-control-next-icon\" aria-hidden=\"true\"><\/span>\n                            <span class=\"sr-only\">Next Year<\/span>\n                        <\/a>\n                    <\/div>\n                            <\/div>\n        <\/div>\n    <\/section>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-container-13 wp-block-columns\">\n<div class=\"wp-container-10 wp-block-column\"><div class=\"post-field course_public_notice\">\n   <h3 class=\"pt-0 field-title\">Entry Requirements<\/h2>\n    <div>\n<p class=\"is-style-theme-default-title\">For further\u00a0information about international students&#8217; applications,<br>please see <a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/en\/study\/applications\/international-applicants\/\" target=\"_blank\">International Applicants<\/a><br>or contact\u00a0the International Students&#8217; Office by email at: <a href=\"mailto:estudante.internacional@ipleiria.pt\">estudante.internacional@ipleiria.pt<\/a><\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-container-11 wp-block-column\" style=\"flex-basis:3%\"><\/div>\n\n\n\n<div class=\"wp-container-12 wp-block-column\"><div class=\"post-field course_accreditation\">\n   <h3 class=\"field-title\">Accreditation<\/h2>\n    <div>\n<p>State: Accredited<br>Number of years of accreditation: 6<br>Publication Date:\u00a006\/06\/2025<\/p>\n\n\n\n<p><a href=\"https:\/\/si.a3es.pt\/sia3es\/page?stage=ConsultaPublicaProcesso&amp;processID=26292\" data-type=\"URL\" data-id=\"https:\/\/si.a3es.pt\/sia3es\/page?stage=ConsultaPublicaProcesso&amp;processID=26292\" target=\"_blank\" rel=\"noreferrer noopener\">A3ES Accreditation<\/a><\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\n\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"gbc-_e8a439-20\" class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full\"><div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div><div class=\"gbc-wrapper\" style=\"padding-top:100px;padding-bottom:60px\"><div id=\"gbc-container-gbc-_e8a439-20\" class=\"inner-container container\">\n<div class=\"wp-container-17 wp-block-columns\">\n<div class=\"wp-container-14 wp-block-column\"><div class=\"post-field course_application_fee\">\n   <h3 class=\"has-text-align-center pt-0 field-title\">Application Fee<\/h2>\n    <div>\n<p class=\"has-text-align-center\">60\u20ac<\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-container-15 wp-block-column\"><div class=\"post-field course_enrolment_fee\">\n   <h3 class=\"has-text-align-center pt-0 field-title\">Enrolment Fee<\/h2>\n    <div>\n<p>General contingent: 30\u20ac<br>International student contingent: 100\u20ac <\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-container-16 wp-block-column\"><div class=\"post-field course_tuition_fee\">\n   <h3 class=\"has-text-align-center pt-0 field-title\">Tuition Fee<\/h2>\n    <div>\n<p>General contingent 697 \u20ac<br>International student contingent 3000\u20ac<\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity is-style-wide\"\/>\n\n\n<div class=\"wp-block-pt-ipleiria-ued-wp-theme-ipleiria-gutenbergblocks-container gbc gbc-view row-valign-top align-full d-none\">\n    <div class=\"gbc-background\" style=\"background-color:#262626\"><\/div>\n    <div class=\"gbc-background-overlay gbc-background-overlay-normal\" style=\"opacity:0.3\"><\/div>\n    <div class=\"gbc-wrapper\" style=\"padding-top:100px;padding-bottom:60px\">\n        <div id=\"gbc-container-_2a836c-36\" class=\"inner-container container\">\n            <h2 class=\"has-text-align-center is-style-theme-title has-dark-title-text-color-color has-text-color\">Online Application<\/h2>\n            <p class=\"has-text-align-center has-dark-title-text-color-color has-text-color\">Use the button bellow to start your application.<\/p>                                                                                                        \n                    <div class=\"wp-block-buttons aligncenter is-content-justification-center\">\n                        <div class=\"wp-block-button is-style-theme-button-outline\">\n                            <a class=\"wp-block-button__link has-title-text-color-color has-dark-title-text-color-background-color has-text-color has-background\" href=\"https:\/\/www.ipleiria.pt\/en\/study\/applications\/undergraduate-applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">How to apply<\/a>\n                    \n                        <\/div>\n                    <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n\n\n                                                                                                                                                        ","protected":false},"featured_media":24940,"template":"","meta":{"multilingual_post_translation":"{\"pt-PT\":{\"url\":\"https:\/\/www.ipleiria.pt\/curso\/licenciatura-em-engenharia-informatica\/\",\"postID\":22657,\"postTitle\":\"Licenciatura em Engenharia Inform\u00e1tica\",\"siteID\":1,\"customURL\":false,\"languageInfo\":{\"multilingual_site_api_url\":\"https:\/\/www.ipleiria.pt\/wp-json\/\",\"name\":\"Portugu\u00eas\",\"locale\":\"pt_PT\"}}}","custompostfields_meta-description":"","custompostfields_course_presentation":"<!-- wp:paragraph -->\n<p>With a Bachelor\u2019s Degree in Computer Engineering, students gain the skills needed to enter one of the most in-demand fields in the job market and develop innovative technological solutions with real impact.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>The programme combines practical training in Information Systems and Information Technologies and Cybersecurity with direct exposure to real-world contexts. Throughout the course, students work on real cases in collaboration with internal and external organisations. This enables them to gain experience in teamwork, solve concrete problems, and take part in projects and events in partnership with companies. This hands-on approach allows them to build a strong portfolio and enter the job market with proven experience in the field.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Graduates of this programme stand out for their ability to turn technology into practical solutions, mastering current tools and being ready to meet the challenges of the professional world.<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_content":"","custompostfields_course_code":"","custompostfields_course_public_notice":"","custompostfields_course_length":"6 Semesters","custompostfields_course_ects":"180","custompostfields_course_supervisor":"<!-- wp:paragraph -->\n<p>Leonel Filipe Sim\u00f5es Santos<br><a rel=\"noopener\" href=\"mailto:coord.ei.estg@ipleiria.pt\" target=\"_blank\">coord.ei.estg@ipleiria.pt<\/a><\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_vacancies":"<!-- wp:paragraph -->\n<p>General contingent Morning &amp; Afternoon: 125<br>General contingent Evening: 30<br>International student contingent: 12<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_application_fee":"<!-- wp:paragraph {\"align\":\"center\",\"placeholder\":\"Set \\u0022Programme Application Fee\\u0022 content...\"} -->\n<p class=\"has-text-align-center\">60\u20ac<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_enrolment_fee":"<!-- wp:paragraph -->\n<p>General contingent: 30\u20ac<br>International student contingent: 100\u20ac <\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_tuition_fee":"<!-- wp:freeform -->\n<p>General contingent 697 \u20ac<br>International student contingent 3000\u20ac<\/p>\n<!-- \/wp:freeform -->","custompostfields_course_goals":"<!-- wp:list -->\n<ul><li>Information Systems and Information Technologies and Cybersecurity<\/li><li>Software development <\/li><li>Network and service planning and configuration <\/li><li>Cybersecurity and mobile computing <\/li><li>Data administration and intelligent data analysis<\/li><\/ul>\n<!-- \/wp:list -->","custompostfields_course_future_studies":"","custompostfields_course_career_prospects":"<!-- wp:list -->\n<ul><li>Network and Database Administrator<\/li><li>Systems Analyst <\/li><li>Software Engineer <\/li><li>Communications Network Engineer <\/li><li>Systems and Services Administrator <\/li><li>Multimedia Engineer <\/li><li>Information Technologies and Cybersecurity Consultant <\/li><li>Project Manager<\/li><\/ul>\n<!-- \/wp:list -->","custompostfields_course_entry_requirements":"<!-- wp:paragraph {\"className\":\"is-style-theme-default-title\"} -->\n<p class=\"is-style-theme-default-title\">For further\u00a0information about international students' applications,<br>please see <a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/en\/study\/applications\/international-applicants\/\" target=\"_blank\">International Applicants<\/a><br>or contact\u00a0the International Students' Office by email at: <a href=\"mailto:estudante.internacional@ipleiria.pt\">estudante.internacional@ipleiria.pt<\/a><\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_more_information":"","custompostfields_course_curriculum":"[{\"curricular_plan_section_title\":\"1st Year | Common-core Syllabus\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Computational Systems\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1) PC Architecture<br>2) Computers: Theory and Technology<br>3) Instruction Set Architecture<br>4) Representing<br>5) Below programs<br>6) Trends<br>7) Pipelining<br>8) Memory Hierarchy<br>9) Instruction Level Paralelism (ILP)<br>10) Measuring, Reporting and Summarizing Performance<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Linear Algebra\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"5\",\"curricular_plan_cu_duration\":\"60 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Propositional Logic and Mathematical Reasoning<\/li><li>Vectors<\/li><li>Matrices and Systems of Linear Equations<\/li><li>Determinants<\/li><li>Vectors Spaces<\/li><li>Linear Transformations<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Programming I\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"7\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Algorithms<\/li><li>Introduction to C Programming Language<\/li><li>Control statements<\/li><li>Functions<\/li><li>Arrays and Strings<\/li><li>Structures<\/li><li>Files<\/li><li>Pointers<\/li><li>Memory Management<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Mathematical Analysis\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Differential calculus in IR<br>1.1Derivative notion, derivative rules, differentiation of composed and inverse functions<br>1.2Differentiation of trigonometric inverse functions<br>1.3Cauchy\u2019s rule<br>1.4Higher order derivatives and Taylor\u2019s polynomial<br>1.5Parametric curves on the plane and derivatives<\/li><li>Integral calculus in IR<br>2.1Primitive definition, immediate primitive, primitive by parts, by variable substitution and rational fractions<br>2.2Definite integral and properties<br>2.3Fundamental Theorem of integral calculus<br>2.4Computation of planar areas and volumes of solids of revolution<br>2.5Computation of arc length curve<\/li><li>Function of several real variables<br>3.1Definition, domain, level contours, and graphic representation<br>3.2Limits and continuity<br>3.3Partial derivatives, differentiability, directional derivatives<br>3.4Chain rule<br>3.5.Extrema points<\/li><li>First-order ordinary differential equations (ODE)<br>4.1Definition, classification, general and particular solution<br>4.2Separable ODE<br>4.3Applications of ODE<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Applied Physics\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Electrical circuits<br>1.1 Electrical quantities<br>1.2 Circuit Analysis Methods<\/li><li>Digital electronics<br>2.1. Decimal\/Binary\/Hexadecimal numbering systems<br>2.2. Boolean algebra<br>2.3. Logic gates<br>2.4. Combinational logic design<br>2.5 Karnaugh maps<\/li><li>Sensors, Actuators and signal conditioning<br>3.1. Sensors, Actuators: principles of operation and applications<br>3.2. Operational amplifiers<br>3.3. Applications<\/li><li>Data Acquisition with microcontroller based- platforms<br>4.1. Low-cost microcontroller systems: the Arduino platform<br>4.2. Data acquisition and control with the Arduino platfor<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Operating Systems\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1.Theoretical Part<br>1.1-Introduction<br>1.2-Organization of operating systems<br>1.3-Processes and threads<br>1.4-Memory management<br>1.5-Filesystems<br>1.6-Asynchronous events<br>2.Practical Part<br>2.1-Presentation of UNIX\/Linux systems<br>2.2-The shell (BASH)<br>2.3-System programming with the C programming language<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Statistics\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"3\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Probability Distributions<br>1.1 Random variable definition<br>1.2 Discrete random variables<br>1.3 Continuous random variables<br>1.4 Discrete probability distributions (Bernoulli trials, binomial and Poisson)<br>1.5 Continuous probability distributions (uniform, exponential, normal, t-student, qui-quadrado and F-Snedecor)<\/li><li>Summary Data Analysis<br>2.1 Preparation of a data set<br>2.2 Frequencies distribution tables<br>2.3 Numerical summaries (central and not central tendency, dispersion, skewness and outliers)<br>2.4 Graphical representation<\/li><li>Statistical Inference<br>3.1 Point and interval estimation<br>3.2 Confidence intervals<br>3.3 Hypothesis testing<\/li><li>Bivariate Data Analysis<br>4.1 Contingency tables<br>4.2 Linear Regression<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Discrete Mathematics\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Sets, functions, relations and algorithms<\/li><li>Techniques of Counting<\/li><li>Directed Graphs<\/li><li>Binary trees<\/li><li>Properties of the integers<\/li><li>Languages, Grammars and Machines<\/li><li>Ordered Sets and Lattices<\/li><li>Boolean Algebra<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Programming II\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"7\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list -->\\n<ul><li>Object Oriented Programming Basic Concepts<\/li><li>Encapsulation<\/li><li>Inheritance<\/li><li>Polymorphism<\/li><li>Interfaces<br>\u2022 Common behavior identification<br>\u2022 Purely abstract classes (interfaces) that work as markers<br>\u2022 Using generic types (while marked with the same interface)<\/li><li>Abstract Data Types<\/li><li>Exceptions and Serialization<br>\u2022 Design of an exception hierarchy structure for a specific context<br>\u2022 Persistence using streams<br>\u2022 Text streams<br>\u2022 Binary streams<br>\u2022 Serialization as an approach to persist information in binary format<\/li><\/ul>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Internet Technologies\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>The Internet;<\/li><li>IP services;<\/li><li>WEB development introduction;<\/li><li>Internet of Things (IoT);<\/li><li>IoT netwoks and platforms;<\/li><li>Internet security aspects;<\/li><li>IoT innovative solutions development.<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Option I\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"2\",\"curricular_plan_cu_duration\":\"\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph {\\\"placeholder\\\":\\\"Set description...\\\"} -->\\n<p><strong>English<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>English as a lingua franca. Attitudes towards English.Expressions to convey linguistic and learning necessities.Brief notions of the<br>characteristics that have led English to become a global language.<br>2.Informal Conversation: Taking part in conversations about people, places and other topics; description of personal and professional<br>profiles; identification of cultural differences.<br>3.Contacts: Starting and keeping conversations about topics related to the professional context via telephone, email or face to face\u2026<br>Describing people and exchanging information.<br>4.Meetings: Expressions to set up and organize meetings, make decisions, solve problems, present suggestions and lead meetings. Official<br>register of information. Checking and clarifying facts and figures.<br>5.Negotiating relationships: Expression of formality and informality. Expression of likes and dislikes about travelling on business. Discussing<br>attitudes about meetings and cultural behaviours in different countries<\/li><\/ol>\\n<!-- \/wp:list -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Free Elective I<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\\n<!-- \/wp:paragraph -->\"}]},{\"curricular_plan_section_title\":\"2nd Year | Common-core Syllabus\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Computers Networks\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Fundamental concepts on the functioning of computer networks<\/li><li>TCP\/IP architecture and Internet functioning<\/li><li>Fundamental topics on IPv6 and IPv4 technology<\/li><li>Local network technologies, both wired and wireless<\/li><li>Essential services for network and Internet communication<\/li><li>Security services applied to small\/medium-sized networks<\/li><li>Designing secure computer network architecture solutions<\/li><li>Planning secure local networks in domestic and business environments with essential services<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Graphical Systems and Interaction\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"5\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1 - Evolution of Human-Computer Interfaces and usability principles<br>2 - Analysis of users and tasks<br>3 - Humans and computers<br>4 - Conceptualization of interaction<br>5 - Prototyping<br>6 - Visual communication<br>7 - Evaluation of interfaces<br>8 - 3D Interfaces<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Databases\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Information Systems and Databases<br>1.1 Concepts<br>1.2 File Management Systems: characteristics, advantages and disadvantages<br>1.3 Database Systems: characteristics, architecture and components, data models<\/li><li>SQL - Structured Query Language<br>2.1 Data Manipulation (DML)<br>2.2 Data Definition (DDL)<br>2.3 Data Control (DCL)<\/li><li>Relational Model<br>3.1 Terminology<br>3.2 Relational Integrity<br>3.3 Relational Languages<br>3.4 Views<br>3.5 Relational DBMS rules<\/li><li>Relational Databases Normalization<br>4.1 Functional dependencies<br>4.2 First, Second and Third Normal Form, Boyce-Codd Normal Form<br>4.3 Strategy<\/li><li>Entity\u2013Relationship (E-R) Model<br>5.1 Basic concepts<br>5.2 E-R Diagram<br>5.3 Rules for deriving relations<br>5.4 Advanced concepts<\/li><li>Tuning the database design<br>6.1 Concepts and Objectives<br>6.2 Denormalization<\/li><li>Maintaining data integrity in client\/server databases<br>7.1 Declarative Integrity Constraints<br>7.2 PL\/SQL Programming: Triggers and Stored Procedures<\/li><li>Transactions and concurrency control<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Data Structures and Algorithms\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list -->\\n<ul><li>Brief review of OOP<\/li><li>Recursion<ul><li>Concept of recursion<\/li><li>Advantages and disadvantages of its use<\/li><\/ul><\/li><li>Analysis of algorithms<ul><li>Compare different algorithms that solve the same problem<\/li><li>Big-Oh Notation (simplified)<\/li><\/ul><\/li><li>Generic data structures<ul><li>Tables (review)<\/li><li>Lists<\/li><li>Hash tables<\/li><li>Stacks and queues<\/li><li>Binary trees<\/li><\/ul><\/li><\/ul>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Advanced Programming\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"7\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Concurrent programming<br>1.1 Introduction to concurrent programming<br>1.2 Processes and threads<br>1.3 Mechanisms for communication between threads<br>1.4 Concurrency, mutual exclusion and synchronization<\/li><li>Distributed programming<br>2.1 Introduction to distributed systems<br>2.2 Representation of information<br>2.3 Programming sockets<br>2.4 Study of application protocols<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Artificial Intelligence\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Artificial Intelligence<br>1.1.What Artificial Intelligence is<br>1.2.State of the art<\/li><li>Intelligent agents<br>2.1.How they must behave<br>2.2.Structure<br>2.3.Environments<\/li><li>Search and search spaces<br>3.1.Problem solving through search<br>3.1.1.State spaces<br>3.1.2.Problem formulation<br>3.2.Blind and informed search<br>3.3.Informed search<\/li><li>Metaheuristics<br>4.1.Hill-climbing<br>4.2.Simulated Annealing<br>4.3.Genetic Algorithms<br>4.4.Evolutionary Strategies<br>4.5.Swarm Particles optimization<\/li><li>Learning<br>5.1.Types of learning<br>5.2.Learning of general logic descriptions<br>5.3.ID3 algorithm<\/li><li>Neural networks<br>6.1.Components of a neural network<br>6.2.How a neural network works<br>6.3.Perceptron training<br>6.4.Multilayer neural networks<br>6.5.Gradient Descent algorithm<br>6.6.Back-propagation algorithm<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Software Engineering\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Software Engineering<br>2: Software processes<br>3: Agile software development<br>4: Requirements engineering<br>5: System modeling<br>6: Architectural design<br>7: Design and Implementation<br>8: Project management<br>9: Project planning<br>10: Quality management<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Information Security\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li> Introduction to information security<\/li><li> Introduction to cryptography<\/li><li> Modes of symmetric encryption<\/li><li> Symmetric algorithms<\/li><li> Length of keys<\/li><li> Asymmetric cryptography - The case of RSA<\/li><li> Hash functions<\/li><li> MACs and key establishment<\/li><li> SSL and TLS<\/li><li> Secure Email - PGP e GPG<\/li><li> CACert and SMIME<\/li><li> The Portuguese citizen card<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Database Systems\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Oracle Database: metadata and data dictionary<\/li><li>Performance Optimization<br>2.1 Data integrity in denormalized databases;<br>2.2 Indexing;<br>2.3 Queries processing and optimization;<br>2.4 Partitioning, parallel processing and multiprocessing.<\/li><li>Data security<\/li><li>Tasks of a DBA<\/li><li>Server architecture<br>5.1 Architecture components<br>5.2 Instance Management<br>5.3 Database files: control file, redo log files, data files<br>5.4. Storage Structures<br>5.5 Physical data storage<\/li><li>Data replication, backup and recovery<\/li><li>Non-Relational Database Management Systems<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Applications for the Internet\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"60 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>General concepts and architecture of the Web and Web Applications<\/li><li>Specification and formatting of web content with HTML and CSS<\/li><li>PHP language<\/li><li>Forms and interaction between Web clients and servers<\/li><li>Object Oriented Programming with PHP<\/li><li>HTTP protocol and state in Web applications<\/li><li>Laravel Framework<\/li><\/ol>\\n<!-- \/wp:list -->\\n\\n<!-- wp:list -->\\n<ul><li>MVC design pattern;<\/li><li>Architecture and structure;<\/li><li>Models, Views, Controllers and Routes;<\/li><li>Templates with Blade;<\/li><li>Databases, Migrations, Seeds and Eloquent;<\/li><li>HTTP Requests and Responses, Storage, Uploads and Downloads;<\/li><li>Authentication and Authorization, Middleware and data validation;<\/li><li>Installation and use of external packages.<\/li><\/ul>\\n<!-- \/wp:list -->\"}]},{\"curricular_plan_section_title\":\"2nd Year | Information Systems\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Information Security\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1 - Introduction to information security<br>2 - Introduction to cryptography<br>3 - Modes of symmetric encryption<br>4 - Symmetric algorithms<br>5 - Length of keys<br>6 - Asymmetric cryptography - The case of RSA<br>7 - Hash functions<br>8 - MACs and key establishment<br>9 - SSL and TLS<br>10 - Secure Email - PGP e GPG<br>11 - CACert and SMIME<br>12 - The Portuguese citizen card<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Database Systems\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Oracle Database: metadata and data dictionary<\/li><li>Performance Optimization<br>2.1 Data integrity in denormalized databases;<br>2.2 Indexing;<br>2.3 Queries processing and optimization;<br>2.4 Partitioning, parallel processing and multiprocessing.<\/li><li>Data security<\/li><li>Tasks of a DBA<\/li><li>Server architecture<br>5.1 Architecture components<br>5.2 Instance Management<br>5.3 Database files: control file, redo log files, data files<br>5.4. Storage Structures<br>5.5 Physical data storage<\/li><li>Data replication, backup and recovery<\/li><li>Non-Relational Database Management Systems<\/li><\/ol>\\n<!-- \/wp:list -->\"}]},{\"curricular_plan_section_title\":\"2nd Year | Information Technologies and Cybersecurity\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Services and Systems Secure Administration\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Fundamentals of Linux operating system<\/li><li>General methodology for system administration<\/li><li>Perl for system administration<\/li><li>Local and network filesystems:<\/li><li>Logs management<\/li><li>TCP\/IP services: HTTP, DNS, DHCP, and SSH<\/li><li>Security services: IDS, firewall, and VPN:<\/li><li>Web-base administration<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Virtualization and Cloud\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Virtualization<br>a. Concepts, benefits and uses<br>b. Type 1 and Type 2 Hypervisors<br>c. Virtual machine creation methods<br>d. Network and Storage virtualization<br>e. Management of virtual environments and virtualization server teams<br>f. Snapshots<\/li><li>Cloud Computing<br>a. Global Infrastructure<br>b. Cloud services<br>c. Types of cloud and types of cloud services<br>d. Content storage and sharing<br>e. Performance optimization, scalable environments and cost control<\/li><li>Cloud Security<br>a. Secure access to cloud resources<br>b. Infrastructure security settings<br>c. Application data protection<br>d. Security, monitoring and logging Services<br>e. Incident management and response<\/li><\/ol>\\n<!-- \/wp:list -->\"}]},{\"curricular_plan_section_title\":\"3rd Year | Common-core Syllabus\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Distributed Applications Development\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"60 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Server processing and client processing<\/li><li>Web applications models<\/li><li>JavaScript basic concepts and syntax<\/li><li>ECMAScript 6 and advanced JavaScript concepts<\/li><li>Document Object Model<\/li><li>Asynchronous communication with AJAX<\/li><li>REST APIs<\/li><li>Cloud Deployment Strategies<\/li><li>SPA model application framework (Vue)<\/li><li>Node.js server<\/li><li>Reactivity and bidirectional communication with WebSockets<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Systems Integration\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"60 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Background and Introduction to Systems Integration<\/li><li>Integration Patterns<\/li><li>Agnostic data representation<\/li><li>Service-oriented integration<\/li><li>Messaging-oriented integration<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Option III\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"3\",\"curricular_plan_cu_duration\":\"\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p><strong>Seminar<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>Set of thematic seminars distributed over the course and defined in each academic year.<br>Structuring and preparing technical documentation and respective oral presentation.<br>Set of outdoor activities (to be carried out and people outside the community IPL)<br>Set of indoor activities (for people within the community IPL)<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Free Elective III<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Option IV\",\"curricular_plan_cu_period\":\"S2\",\"curricular_plan_cu_ects\":\"2\",\"curricular_plan_cu_duration\":\"\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p><strong>Innovation and Entrepreneurship<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Entrepreneurship Innovation (types, motivation, culture)<\/li><li>Opportunities and ideas<br>2.1. sources of ideas<br>2.2. Creativity<br>2.3. Ideas versus entrepreneurs<\/li><li>The inner entrepreneur<br>3.1 Continuous improvement<br>3.2 Innovation<\/li><li>Business or project test (pretotype)<\/li><li>Team and project management<\/li><li>Intellectual Property<\/li><li>Financing<\/li><li>Organizational management and business plan<br>8.1. Business strategy<br>8.2. Marketing strategy<br>8.3. Business plan<\/li><\/ol>\\n<!-- \/wp:list -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Free Elective IV<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>The optional elective curricular units must be selected from among the curricular units offered across all ESTG degree programmes and made available for this purpose, under the guidance of the higher education institution.<\/p>\\n<!-- \/wp:paragraph -->\"}]},{\"curricular_plan_section_title\":\"3rd Year | Information Systems\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Business Application Development\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to enterprise applications: software architectures and software patterns;<\/li><li>Patterns of enterprise application development used in the presentation layer;<\/li><li>Patterns of enterprise application development used in the business logic layer;<\/li><li>Object Relational Mapping and patterns of enterprise application development used in the data access layer;<\/li><li>Concurrency definitions and problems: most used software patterns;<\/li><li>Patterns for distributed objects;<\/li><li>The Java Enterprise Edition (JEE) platform.<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Decision Support Techniques\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Decision Support Systems<\/li><li>OLAP and Data Warehousing<\/li><li>Data Warehousing Process<\/li><li>Extraction, Transformation and Loading of Data<\/li><li>Dimensional Modelling<\/li><li>Analytics e data mining<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Advanced Topics in Software Engineering\",\"curricular_plan_cu_period\":\"S1\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"75 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to software development agile methods<\/li><li>eXtreme Programming<\/li><li>Scrum<\/li><li>Kanban<\/li><li>Software Projects Agile Management<\/li><li>Software Architectures<\/li><li>Software design - 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