{"id":640,"date":"2014-11-14T16:44:34","date_gmt":"2014-11-14T16:44:34","guid":{"rendered":"http:\/\/sites.ipleiria.pt\/ipleiria-courses\/?post_type=course&#038;p=640"},"modified":"2026-04-10T17:45:11","modified_gmt":"2026-04-10T16:45:11","slug":"master-in-computer-engineering","status":"publish","type":"course","link":"https:\/\/www.ipleiria.pt\/en\/course\/master-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\">Master\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>The Master in Computer Engineering &#8211; Mobile Computing aims to confer a professional specialization with great emphasis on mobile computing and related technologies, allowing a series of studies to the holders of a degree in Computer Engineering, and related courses, including the possibility of expertise to professionals in the labour market.<\/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>Lu\u00eds Alexandre Lopes Fraz\u00e3o<br><a rel=\"noopener\" href=\"mailto:coord.mei-cm.estg@ipleiria.pt\" target=\"_blank\">coord.mei-cm.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<div class=\"post-field course_code\">\n<h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Reference\n<\/h2>\n<div>2030<\/div>\n<div class=\"clearfix\"><\/div>\n<\/div>\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>English, 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>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>4 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 and International Contingent: 40<\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\n\n<div class=\"post-field mt-3 course_notice\">\n    <h2 class=\"field-title font-weight-semibold h6 m-0 p-0\" style=\"font-size: 1rem\">Notice<\/h2>\n    <div>\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/wp-content\/uploads\/2026\/03\/Edital-ESTG-Engenharia-Informatica-D.pdf\" target=\"_blank\">Edital 2026<\/a> (PT doc retf)<br><a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/wp-content\/uploads\/2026\/03\/Edital-ESTG-Computer-Engineering-D.pdf\" target=\"_blank\">Edital 2026<\/a> (retf)<\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\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\/2693\" 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 removeGap\">\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-large\"><img loading=\"lazy\" width=\"1024\" height=\"576\" src=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-1024x576.jpg\" alt=\"\" class=\"wp-image-44304\" srcset=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-1024x576.jpg 1024w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-300x169.jpg 300w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-768x432.jpg 768w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-1536x864.jpg 1536w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/irvan-smith-cwqG1N1AtI0-unsplash-2048x1152.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/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<p>The graduate students of the study cycle should be able to:<\/p>\n<ul>\n<li>Apply the knowledge and the ability to understand and solve problems in new and unfamiliar situations, and in broad and multidisciplinary contexts;<\/li>\n<li>Integrate knowledge, handle complex issues, develop solutions and make judgments in situations of limited or incomplete information;<\/li>\n<li>Communicate the conclusions achieved and the knowledge acquired, both to specialists and non-specialist in the field of Mobile Computing;<\/li>\n<li>Develop skills that allow a life-long learning fundamentally in a self-oriented or independent way.<\/li>\n<\/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 removeGap\">\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><\/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\/en\/wp-content\/uploads\/sites\/25\/2014\/11\/pexels-christina-morillo-1181263.jpg\" alt=\"\" class=\"wp-image-44306\"\/><\/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: 120<\/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<\/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<\/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<\/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                                                                        Emerging and Intelligent Technologies\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    1st Semester\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                                                                                                                                    52,5 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. Concepts on Emerging and Intelligent Technologies;<\/p>\n\n\n\n<p>2. Emerging Technologies;<\/p>\n\n\n\n<p>3. Intelligent Ecosystems;<\/p>\n\n\n\n<p>4. Industry 4.0 and 5.0;<\/p>\n\n\n\n<p>5. Internet of Unmanned Vehicles;<\/p>\n\n\n\n<p>6. Smart Solutions: applications, architectures and technologies;<\/p>\n\n\n\n<p>7. Development of intelligent solutions supported by emerging technologies.<\/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                                                                        Machine and Deep Learning\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    1st Semester\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                                                                                                                                    45 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<p>1. Introduction to machine learning<\/p>\n\n\n\n<p>2. Neural networks<\/p>\n\n\n\n<p><em>2.1 Structure of an artificial ne<\/em>u<em>ron<\/em><\/p>\n\n\n\n<p>2.2. The Perceptron<\/p>\n\n\n\n<p>2.3 Multi-layer perceptron<\/p>\n\n\n\n<p>2.4 Activation functions<\/p>\n\n\n\n<p>2.5 Stochastic gradient<\/p>\n\n\n\n<p>2.6 Backpropagation algorithm<\/p>\n\n\n\n<p>2.7 Loss functions<\/p>\n\n\n\n<p>2.8 Validation and evaluation of models<\/p>\n\n\n\n<p>2.9 Regularisation and optimisation<\/p>\n\n\n\n<p>3. Convolutional neural networks<\/p>\n\n\n\n<p>3.1 Convolutional layers<\/p>\n\n\n\n<p>3.2 Pooling layers<\/p>\n\n\n\n<p>3.3 Dense layers<\/p>\n\n\n\n<p>3.4 Training a convolutional neural network<\/p>\n\n\n\n<p>3.5. Transfer learnin<em>g<\/em><\/p>\n\n\n\n<p>3.6. Applications in image processing<\/p>\n\n\n\n<p>4. Recurrent neural networks<\/p>\n\n\n\n<p>5. Attention mechanism<\/p>\n\n\n\n<p>6. Graph neural networks<\/p>\n\n\n\n<p>7. Reinforcement learning<\/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-0-2\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-2\">\n                                                                        Virtual and Augmented Reality\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    1st Semester\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                                                                                                                                    52,5 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<p>1. introduction to Virtual Reality (VR), Augmented Reality (AR) and Mixed Reality<\/p>\n\n\n\n<p>2. User interaction based on VR and AR<\/p>\n\n\n\n<p>3. Using VR and AR in digital twins<\/p>\n\n\n\n<p>4. Development of VR and AR solutions<\/p>\n\n\n\n<p>5. Evaluating VR and AR solutions<\/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-0-3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-3\">\n                                                                        Development for Mobile Devices\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    1st Semester\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                                                                                                                                    52,5 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>Introduction to Mobile Computing Platforms<br>1.1. Contextualisation, trends and prospects<br>1.2. Platforms and operating systems (iOS \/ Android)<br>1.3. Native development vs cross-platform development<\/li><li>Fundamental concepts of native development<br>2.1. Programming languages (Swift \/ Kotlin) and development paradigms<br>2.2. Development environments (Xcode \/ Android Studio)<br>2.3. Development approaches (Storyboard-based, SwiftUI \/ View-based, Compose)<br>2.4. Interfaces and navigation<br>2.5. Anatomy, life cycle and architecture of mobile applications<br>2.6. Persistence and Networking<\/li><li>Introduction to Cross-Platform Development<\/li><li>Verification and validation of mobile applications<\/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                                                                        Option I\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    1st Semester\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                                                                                                                                    45 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<p>Students must choose one of the following curricular units:<\/p>\n\n\n\n<p><strong>Design and Development of Digital Games<\/strong><\/p>\n\n\n\n<p>1. Game Design<\/p>\n\n\n\n<p>2. Games User Experience<\/p>\n\n\n\n<p>3. Introduction to a contemporary game engine<\/p>\n\n\n\n<p>4. 2D and 3D development<\/p>\n\n\n\n<p>4.1. Simula\u00e7\u00e3o de F\u00edsica<\/p>\n\n\n\n<p>4.2. Anima\u00e7\u00e3o<\/p>\n\n\n\n<p>4.3. UI e Menus<\/p>\n\n\n\n<p>4.4. \u00c1udio<\/p>\n\n\n\n<p>5. Game Programming Patterns<\/p>\n\n\n\n<p><strong>Management of Informatic Projects<\/strong><\/p>\n\n\n\n<ol><li>A framework for Project Management<\/li><li>Project Lifecycle<\/li><li>Standardization of Project Management<\/li><li>Develop the Project Charter<\/li><li>Requirements and Defining the Scope of the Project<\/li><li>Quality Planning Project<\/li><li>Plan Shares the Risk Management<\/li><li>Planning the Communications for the Project<\/li><li>Planning the Procurement Project<\/li><li>Create the Project Plan<\/li><li>Recruiting, Managing and Developing the Team<\/li><li>Controlling Changes<\/li><li>Managing the Procurement of Project<\/li><li>Closing the Project<\/li><\/ol>\n\n\n\n<p><\/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-0-5\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-5\">\n                                                                        Cloud Computing\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    2nd Semester\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                                                                                                                                    52,5 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. Introduction to cloud computing<\/p>\n\n\n\n<p>1.1 Paradigm and conceptual model<\/p>\n\n\n\n<p>1.2 Basic concepts and terminology<\/p>\n\n\n\n<p>1.3 Goals and benefits, risk and challenges<\/p>\n\n\n\n<p>1.4 Usage scenarios<\/p>\n\n\n\n<p>2. Concepts and models<\/p>\n\n\n\n<p>2.1 Cloud computing characteristics<\/p>\n\n\n\n<p>2.2 Delivery models<\/p>\n\n\n\n<p>2.3 Deployment models<\/p>\n\n\n\n<p>2.4 Service-Level Agreement<\/p>\n\n\n\n<p>3. Performance, scaling and load balancing<\/p>\n\n\n\n<p>3.1 Performance and scale<\/p>\n\n\n\n<p>3.2 Vertical scaling<\/p>\n\n\n\n<p>3.3 Horizontal scaling<\/p>\n\n\n\n<p>3.4 Load balancing<\/p>\n\n\n\n<p>3.5 Performance tests and analysis<\/p>\n\n\n\n<p>4. Security and disaster recovery<\/p>\n\n\n\n<p>4.1 Security models applied to cloud computing<\/p>\n\n\n\n<p>4.2 Techniques and procedures for disaster recovery applied to cloud computing<\/p>\n\n\n\n<p>5. Tools, procedures and economic models<\/p>\n\n\n\n<p>5.1 Developer point-of-view<\/p>\n\n\n\n<p>5.2 Enterprise point-of-view<\/p>\n\n\n\n<p>5.3 Startup point-of-view<\/p>\n\n\n\n<p>6. Orchestration of cloud services<\/p>\n\n\n\n<p>6.1 Planning and defining a cloud orchestration architecture<\/p>\n\n\n\n<p>6.2 Implementing and monitoring a cloud orchestration<\/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                                                                        Advanced Topics in Artificial Intelligence\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    2nd Semester\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                                                                                                                                    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<p>1. Types of Artificial Intelligence<\/p>\n\n\n\n<p>2. Deep Learning in Natural Language Processing<\/p>\n\n\n\n<p>2.1 Text data preparation<\/p>\n\n\n\n<p>2.2 Representation of groups of words<\/p>\n\n\n\n<p>2.3 Transformer architecture<\/p>\n\n\n\n<p>2.4 Sequence-to-sequence learning<\/p>\n\n\n\n<p>3. Generative deep learning<\/p>\n\n\n\n<p>3.1 Text generation<\/p>\n\n\n\n<p>3.2 DeepDream image modification<\/p>\n\n\n\n<p>3.3 Neuronal style transfer<\/p>\n\n\n\n<p>3.4 Image generation with variational autoencoders<\/p>\n\n\n\n<p>3.5 Generative adversarial networks (GAN)<\/p>\n\n\n\n<p>4. Explainability models<\/p>\n\n\n\n<p>5. Good practices<\/p>\n\n\n\n<p>5.1 State of the art of deep learning models<\/p>\n\n\n\n<p>5.2 Model training optimization<\/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-0-7\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-7\">\n                                                                        Cybersecurity\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    2nd Semester\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                                                                                                                                    45 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>Security Fundamentals<\/li><li>Challenges imposed by mobility, IoT and cloud computing<\/li><li>Principles of network security<\/li><li>Network threats and attacks <\/li><li>Protecting the network<\/li><li>Security monitoring<\/li><li>Intrusion data analysis<\/li><li>Incident response and handling<\/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                                                                        Option II\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    2nd Semester\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                                                                                                                                    45 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<p>Students must choose one of the following curricular units:<\/p>\n\n\n\n<p><strong>Enterprise Architectures<\/strong><\/p>\n\n\n\n<p>1. Enterprise Architectures<\/p>\n\n\n\n<p>1.1 Introduction to EA<\/p>\n\n\n\n<p>1.2 Frameworks and Tools<\/p>\n\n\n\n<p>1.3 ArchiMate<\/p>\n\n\n\n<p>1.4 TOGAF<\/p>\n\n\n\n<p>2. Service-Oriented Architectures (SOA)<\/p>\n\n\n\n<p>2.1 SOA Principles and strategy<\/p>\n\n\n\n<p>2.2 SOA patterns<\/p>\n\n\n\n<p>3.Enterprise IS foundations<\/p>\n\n\n\n<p>3.1 ESB<\/p>\n\n\n\n<p>3.2 API management &amp; (micro) Service Layers<\/p>\n\n\n\n<p>3.3 Identity Services<\/p>\n\n\n\n<p>3.4 RPA<\/p>\n\n\n\n<p>4. Technologically Innovative Business Models<\/p>\n\n\n\n<p>4.1 Busines Analysis Overview<\/p>\n\n\n\n<p>4.2 Digital Business Case studies<\/p>\n\n\n\n<p>4.2.1 Artificial Intelligence<\/p>\n\n\n\n<p>4.2.2 Augmented Reality<\/p>\n\n\n\n<p>4.2.3 Natural User Interfaces<\/p>\n\n\n\n<p>4.2.4 Analytics &amp; Visualization<\/p>\n\n\n\n<p>4.2.5 Blockchain<\/p>\n\n\n\n<p>4.2.6 E-commerce &amp; SAAS<\/p>\n\n\n\n<p>4.2.7 Crowdfunding<\/p>\n\n\n\n<p>4.2.8 Robotics<\/p>\n\n\n\n<p><strong>Software Quality<\/strong><\/p>\n\n\n\n<p>1. Software Testing<\/p>\n\n\n\n<p>1.1. Fundamentals of Testing<\/p>\n\n\n\n<p>1.2. Testing Throughout the Software Lifecycle<\/p>\n\n\n\n<p>1.3. Static Techniques<\/p>\n\n\n\n<p>1.4. Test Design Techniques<\/p>\n\n\n\n<p>1.5. Test Management &amp; Tool Support for Testing<\/p>\n\n\n\n<p>2. The Deployment Pipeline that supports Continuous Integration<\/p>\n\n\n\n<p>2.1. Foundations of Software Delivery<\/p>\n\n\n\n<p>2.2. Defining a Deployment Pipeline<\/p>\n\n\n\n<p>2.3. The Commit Stage<\/p>\n\n\n\n<p>2.4. Automated Acceptance Testing<\/p>\n\n\n\n<p>2.5. Deploying and Releasing Applications<\/p>\n\n\n\n<p>3. Quality Attributes in Software Architecture<\/p>\n\n\n\n<p>3.1. Understanding Quality Attributes<\/p>\n\n\n\n<p>3.2. Architecture and Quality<\/p>\n\n\n\n<p>3.3. Containerisation<\/p>\n\n\n\n<p><strong>Free Option<\/strong><\/p>\n\n\n\n<p><\/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-0-9\" role=\"button\" aria-expanded=\"false\" aria-controls=\"curricular_plan_cu_description-0-9\">\n                                                                        Ambient Intelligence and Internet of Things\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    2nd Semester\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                                                                                                                                    52,5 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<p>Internet of Things: concept, communication, architectures and interoperability.<\/p>\n\n\n\n<p>Smart Objects and Ambient Intelligence: context, interface and user activities.<\/p>\n\n\n\n<p>Learning models for adaptive and evolving environments.<\/p>\n\n\n\n<p>Ambient Intelligence Project.<\/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<\/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                                                                        Project \/ Internship \/ Dissertation\n                                                                    <\/a>\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_period\">\n                                                                                                                                    Anual\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_ects\">\n                                                                                                                                    54\n                                                                                                                            <\/td>\n                                                                                                                                                                                                                                <td class=\"curricular_plan_cu_field curricular_plan_cu_duration\">\n                                                                                                                                    40 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<p><strong>Project<\/strong><\/p>\n\n\n\n<p>Students will develop an original work in the Computer Engineering &#8211; Mobile Computing scientific areas. The work plan shall be approved by the school scientific body and shall be mostly done in academic and research environment.<\/p>\n\n\n\n<p><strong>Internship<\/strong><\/p>\n\n\n\n<p>Students will develop an original work in the Course&#8217;s scientific areas. The work plan shall be approved by the school scientific board and shall be mostly done in a professional environment.<\/p>\n\n\n\n<p><strong>Dissertation<\/strong><\/p>\n\n\n\n<p>Students will develop an original work in the Computer Engineering &#8211; Mobile Computing scientific areas. The work plan shall be approved by the school scientific body and shall be mostly done in academic and research environment.<\/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>People who can apply to the Master\u2019s Degree:<\/p>\n<ol>\n<li>Holders of an undergraduate degree or a legal equivalent in Computer Engineering, and related fields;<\/li>\n<li>Holders of a foreign higher education diploma, granted after a first cycle of studies, under the principles of the Bologna Process, by a State, which has subscribed this Process, in Computer Engineering, and related fields;<\/li>\n<li>Holders of a foreign higher education diploma that is recognized as meeting the objectives of an undergraduate degree by the Technical and Scientific Council of the School of Technology and Management, in Computer Engineering, and related fields;<\/li>\n<li>Holders of an academic, scientific or professional curriculum that is recognized as certifying the skills to attend this cycle of studies by the Technical and Scientific Council of the School of Technology and Management.<\/li>\n<\/ol>\n<p><span style=\"font-size: inherit;\">.<\/span><\/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:\u00a023\/01\/2020<br><a rel=\"noopener\" href=\"https:\/\/www.a3es.pt\/pt\/resultados-acreditacao\/engenharia-informatica-computacao-movel-1\" target=\"_blank\">A3ES Accreditation<\/a><\/p>\n\n\n\n<p><span class=\"semi-bold\"><\/span><\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div>\n\n<div class=\"post-field course_more_information\">\n   <h3 class=\"field-title\">More Information<\/h2>\n    <div>\n<p><span class=\"semi-bold\">International Student<\/span><br>All information related to the \u00a0international student application should be consulted on our\u00a0<a rel=\"noopener\" href=\"https:\/\/www.ipleiria.pt\/international\/international-students\/\" target=\"_blank\">International Students<\/a>\u00a0webpage.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Contacts<br>E-mail:&nbsp;<a href=\"mailto:studywithus@ipleiria.pt\" target=\"_blank\" rel=\"noreferrer noopener\">studywithus@ipleiria.pt<\/a><\/p>\n<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/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-_a4101f-83\" 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-_a4101f-83\" class=\"inner-container\">\n<div class=\"wp-container-16 wp-block-columns\">\n<div class=\"wp-container-14 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=\"1771\" height=\"1181\" src=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03.jpg\" alt=\"\" class=\"wp-image-23169\" srcset=\"https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03.jpg 1771w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03-300x200.jpg 300w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03-1024x683.jpg 1024w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03-768x512.jpg 768w, https:\/\/www.ipleiria.pt\/en\/wp-content\/uploads\/sites\/25\/2020\/05\/course_asset_03-1536x1024.jpg 1536w\" sizes=\"(max-width: 1771px) 100vw, 1771px\" \/><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-container-15 wp-block-column m-0 px-sm-4 scroll-text grey\" style=\"flex-basis:50%\">\n<div id=\"gbc-_535d73-ec\" 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-_535d73-ec\" class=\"inner-container\" style=\"max-width:540px\"><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/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-20 wp-block-columns\">\n<div class=\"wp-container-17 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>60\u20ac<\/div>\n    <div class=\"clearfix\"><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-container-18 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: 50\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-19 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 \">\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\/masters-applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">How to apply<\/a>\n                    \n                        <\/div>\n                    <\/div>\n                <\/div>\n    <\/div>\n<\/div>\n    <div style=\"margin-bottom: 40px;\"><\/div>\n\n\n                                    ","protected":false},"featured_media":44303,"template":"","meta":{"multilingual_post_translation":"{\"pt-PT\":{\"url\":\"https:\/\/www.ipleiria.pt\/curso\/mestrado-em-engenharia-informatica-computacao-movel-edicao-em-portugues-e-ingles\/\",\"postID\":640,\"postTitle\":\"Engenharia Inform\u00e1tica-Computa\u00e7\u00e3o M\u00f3vel\",\"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>The Master in Computer Engineering - Mobile Computing aims to confer a professional specialization with great emphasis on mobile computing and related technologies, allowing a series of studies to the holders of a degree in Computer Engineering, and related courses, including the possibility of expertise to professionals in the labour market.<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_content":"","custompostfields_course_code":"2030","custompostfields_course_public_notice":"<!-- wp:paragraph -->\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/wp-content\/uploads\/2026\/03\/Edital-ESTG-Engenharia-Informatica-D.pdf\" target=\"_blank\">Edital 2026<\/a> (PT doc retf)<br><a rel=\"noreferrer noopener\" href=\"https:\/\/www.ipleiria.pt\/wp-content\/uploads\/2026\/03\/Edital-ESTG-Computer-Engineering-D.pdf\" target=\"_blank\">Edital 2026<\/a> (retf)<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_length":"4 Semesters","custompostfields_course_ects":"120","custompostfields_course_supervisor":"<!-- wp:paragraph -->\n<p>Lu\u00eds Alexandre Lopes Fraz\u00e3o<br><a rel=\"noopener\" href=\"mailto:coord.mei-cm.estg@ipleiria.pt\" target=\"_blank\">coord.mei-cm.estg@ipleiria.pt<\/a><\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_vacancies":"<!-- wp:paragraph -->\n<p>General and International Contingent: 40<\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_application_fee":"60\u20ac","custompostfields_course_enrolment_fee":"<!-- wp:freeform -->\n<p>General contingent: 50\u20ac<br \/>International student contingent: 100\u20ac<\/p>\n<!-- \/wp:freeform -->","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:freeform -->\n<p>The graduate students of the study cycle should be able to:<\/p>\n<ul>\n<li>Apply the knowledge and the ability to understand and solve problems in new and unfamiliar situations, and in broad and multidisciplinary contexts;<\/li>\n<li>Integrate knowledge, handle complex issues, develop solutions and make judgments in situations of limited or incomplete information;<\/li>\n<li>Communicate the conclusions achieved and the knowledge acquired, both to specialists and non-specialist in the field of Mobile Computing;<\/li>\n<li>Develop skills that allow a life-long learning fundamentally in a self-oriented or independent way.<\/li>\n<\/ul>\n<!-- \/wp:freeform -->","custompostfields_course_future_studies":"","custompostfields_course_career_prospects":"","custompostfields_course_entry_requirements":"<!-- wp:freeform -->\n<p>People who can apply to the Master\u2019s Degree:<\/p>\n<ol>\n<li>Holders of an undergraduate degree or a legal equivalent in Computer Engineering, and related fields;<\/li>\n<li>Holders of a foreign higher education diploma, granted after a first cycle of studies, under the principles of the Bologna Process, by a State, which has subscribed this Process, in Computer Engineering, and related fields;<\/li>\n<li>Holders of a foreign higher education diploma that is recognized as meeting the objectives of an undergraduate degree by the Technical and Scientific Council of the School of Technology and Management, in Computer Engineering, and related fields;<\/li>\n<li>Holders of an academic, scientific or professional curriculum that is recognized as certifying the skills to attend this cycle of studies by the Technical and Scientific Council of the School of Technology and Management.<\/li>\n<\/ol>\n<p><span style=\"font-size: inherit;\">.<\/span><\/p>\n<!-- \/wp:freeform -->","custompostfields_course_more_information":"<!-- wp:paragraph -->\n<p><span class=\"semi-bold\">International Student<\/span><br>All information related to the \u00a0international student application should be consulted on our\u00a0<a rel=\"noopener\" href=\"https:\/\/www.ipleiria.pt\/international\/international-students\/\" target=\"_blank\">International Students<\/a>\u00a0webpage.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Contacts<br>E-mail:&nbsp;<a href=\"mailto:studywithus@ipleiria.pt\" target=\"_blank\" rel=\"noreferrer noopener\">studywithus@ipleiria.pt<\/a><\/p>\n<!-- \/wp:paragraph -->","custompostfields_course_curriculum":"[{\"curricular_plan_section_title\":\"1st Year\",\"curricular_plan_cus\":[{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Emerging and Intelligent Technologies\",\"curricular_plan_cu_period\":\"1st Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"52,5 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1. Concepts on Emerging and Intelligent Technologies;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. Emerging Technologies;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Intelligent Ecosystems;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Industry 4.0 and 5.0;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Internet of Unmanned Vehicles;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>6. Smart Solutions: applications, architectures and technologies;<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>7. Development of intelligent solutions supported by emerging technologies.<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Machine and Deep Learning\",\"curricular_plan_cu_period\":\"1st Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1. Introduction to machine learning<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. Neural networks<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><em>2.1 Structure of an artificial ne<\/em>u<em>ron<\/em><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.2. The Perceptron<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.3 Multi-layer perceptron<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.4 Activation functions<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.5 Stochastic gradient<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.6 Backpropagation algorithm<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.7 Loss functions<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.8 Validation and evaluation of models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.9 Regularisation and optimisation<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Convolutional neural networks<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.1 Convolutional layers<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.2 Pooling layers<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.3 Dense layers<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.4 Training a convolutional neural network<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.5. Transfer learnin<em>g<\/em><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.6. Applications in image processing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Recurrent neural networks<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Attention mechanism<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>6. Graph neural networks<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>7. Reinforcement learning<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Virtual and Augmented Reality\",\"curricular_plan_cu_period\":\"1st Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"52,5 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1. introduction to Virtual Reality (VR), Augmented Reality (AR) and Mixed Reality<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. User interaction based on VR and AR<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Using VR and AR in digital twins<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Development of VR and AR solutions<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Evaluating VR and AR solutions<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Development for Mobile Devices\",\"curricular_plan_cu_period\":\"1st Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"52,5 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Introduction to Mobile Computing Platforms<br>1.1. Contextualisation, trends and prospects<br>1.2. Platforms and operating systems (iOS \/ Android)<br>1.3. Native development vs cross-platform development<\/li><li>Fundamental concepts of native development<br>2.1. Programming languages (Swift \/ Kotlin) and development paradigms<br>2.2. Development environments (Xcode \/ Android Studio)<br>2.3. Development approaches (Storyboard-based, SwiftUI \/ View-based, Compose)<br>2.4. Interfaces and navigation<br>2.5. Anatomy, life cycle and architecture of mobile applications<br>2.6. Persistence and Networking<\/li><li>Introduction to Cross-Platform Development<\/li><li>Verification and validation of mobile applications<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Option I\",\"curricular_plan_cu_period\":\"1st Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph {\\\"placeholder\\\":\\\"Set description...\\\"} -->\\n<p>Students must choose one of the following curricular units:<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Design and Development of Digital Games<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1. Game Design<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. Games User Experience<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Introduction to a contemporary game engine<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. 2D and 3D development<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.1. Simula\u00e7\u00e3o de F\u00edsica<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2. Anima\u00e7\u00e3o<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.3. UI e Menus<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.4. \u00c1udio<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Game Programming Patterns<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Management of Informatic Projects<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>A framework for Project Management<\/li><li>Project Lifecycle<\/li><li>Standardization of Project Management<\/li><li>Develop the Project Charter<\/li><li>Requirements and Defining the Scope of the Project<\/li><li>Quality Planning Project<\/li><li>Plan Shares the Risk Management<\/li><li>Planning the Communications for the Project<\/li><li>Planning the Procurement Project<\/li><li>Create the Project Plan<\/li><li>Recruiting, Managing and Developing the Team<\/li><li>Controlling Changes<\/li><li>Managing the Procurement of Project<\/li><li>Closing the Project<\/li><\/ol>\\n<!-- \/wp:list -->\\n\\n<!-- wp:paragraph -->\\n<p><\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Cloud Computing\",\"curricular_plan_cu_period\":\"2nd Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"52,5 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1. Introduction to cloud computing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.1 Paradigm and conceptual model<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.2 Basic concepts and terminology<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.3 Goals and benefits, risk and challenges<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.4 Usage scenarios<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. Concepts and models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.1 Cloud computing characteristics<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.2 Delivery models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.3 Deployment models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.4 Service-Level Agreement<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Performance, scaling and load balancing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.1 Performance and scale<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.2 Vertical scaling<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.3 Horizontal scaling<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.4 Load balancing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.5 Performance tests and analysis<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Security and disaster recovery<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.1 Security models applied to cloud computing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2 Techniques and procedures for disaster recovery applied to cloud computing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Tools, procedures and economic models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5.1 Developer point-of-view<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5.2 Enterprise point-of-view<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5.3 Startup point-of-view<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>6. Orchestration of cloud services<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>6.1 Planning and defining a cloud orchestration architecture<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>6.2 Implementing and monitoring a cloud orchestration<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Advanced Topics in Artificial Intelligence\",\"curricular_plan_cu_period\":\"2nd Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>1. Types of Artificial Intelligence<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. Deep Learning in Natural Language Processing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.1 Text data preparation<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.2 Representation of groups of words<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.3 Transformer architecture<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.4 Sequence-to-sequence learning<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Generative deep learning<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.1 Text generation<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.2 DeepDream image modification<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.3 Neuronal style transfer<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.4 Image generation with variational autoencoders<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.5 Generative adversarial networks (GAN)<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Explainability models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5. Good practices<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5.1 State of the art of deep learning models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>5.2 Model training optimization<\/p>\\n<!-- \/wp:paragraph -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Cybersecurity\",\"curricular_plan_cu_period\":\"2nd Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:list {\\\"ordered\\\":true} -->\\n<ol><li>Security Fundamentals<\/li><li>Challenges imposed by mobility, IoT and cloud computing<\/li><li>Principles of network security<\/li><li>Network threats and attacks <\/li><li>Protecting the network<\/li><li>Security monitoring<\/li><li>Intrusion data analysis<\/li><li>Incident response and handling<\/li><\/ol>\\n<!-- \/wp:list -->\"},{\"curricular_plan_cu_code\":\"\",\"curricular_plan_cu_title\":\"Option II\",\"curricular_plan_cu_period\":\"2nd Semester\",\"curricular_plan_cu_ects\":\"6\",\"curricular_plan_cu_duration\":\"45 h\",\"curricular_plan_cu_description\":\"<!-- wp:paragraph -->\\n<p>Students must choose one of the following curricular units:<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph {\\\"placeholder\\\":\\\"Set description...\\\"} -->\\n<p><strong>Enterprise Architectures<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1. 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Service-Oriented Architectures (SOA)<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.1 SOA Principles and strategy<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.2 SOA patterns<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.Enterprise IS foundations<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.1 ESB<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.2 API management &amp; (micro) Service Layers<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.3 Identity Services<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.4 RPA<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4. Technologically Innovative Business Models<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.1 Busines Analysis Overview<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2 Digital Business Case studies<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.1 Artificial Intelligence<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.2 Augmented Reality<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.3 Natural User Interfaces<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.4 Analytics &amp; Visualization<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.5 Blockchain<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.6 E-commerce &amp; SAAS<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.7 Crowdfunding<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>4.2.8 Robotics<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Software Quality<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1. Software Testing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.1. Fundamentals of Testing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.2. Testing Throughout the Software Lifecycle<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.3. Static Techniques<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.4. Test Design Techniques<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>1.5. Test Management &amp; Tool Support for Testing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2. The Deployment Pipeline that supports Continuous Integration<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.1. Foundations of Software Delivery<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.2. Defining a Deployment Pipeline<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.3. The Commit Stage<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.4. Automated Acceptance Testing<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>2.5. Deploying and Releasing Applications<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3. Quality Attributes in Software Architecture<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.1. Understanding Quality Attributes<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.2. Architecture and Quality<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>3.3. 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The work plan shall be approved by the school scientific body and shall be mostly done in academic and research environment.<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Internship<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>Students will develop an original work in the Course's scientific areas. The work plan shall be approved by the school scientific board and shall be mostly done in a professional environment.<\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p><strong>Dissertation<\/strong><\/p>\\n<!-- \/wp:paragraph -->\\n\\n<!-- wp:paragraph -->\\n<p>Students will develop an original work in the Computer Engineering - Mobile Computing scientific areas. 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