{"id":11496,"date":"2022-10-27T15:48:56","date_gmt":"2022-10-27T07:48:56","guid":{"rendered":"https:\/\/aai.mcu.edu.tw\/enroll-page\/"},"modified":"2024-12-06T11:23:29","modified_gmt":"2024-12-06T03:23:29","slug":"enroll-page","status":"publish","type":"page","link":"https:\/\/aai.mcu.edu.tw\/en\/enroll-page\/","title":{"rendered":"AAI Featured Programs"},"content":{"rendered":"<div id=\"cs-content\" class=\"cs-content\"><div class=\"x-section e11496-1 m8vc-0 m8vc-1 s1\" id=\"s1\"><div class=\"x-row x-container max width e11496-2 m8vc-3 m8vc-4 m8vc-5\"><div class=\"x-row-inner\"><div class=\"x-col e11496-3 m8vc-9 m8vc-a m8vc-b\"><div class=\"x-text x-text-headline e11496-4 m8vc-g m8vc-h\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><h4 style=\"text-align: center\">\u7cfb\u6240\u7279\u8272 \/ \u7279\u8272\u8ab2\u7a0b<\/h4>\n<h4 style=\"text-align: center\">AAI Featured Programs<\/h4>\n<\/h1><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-5 m8vc-3 m8vc-6 m8vc-7\"><div class=\"x-row-inner\"><div class=\"x-col e11496-6 m8vc-9 m8vc-c m8vc-d\"><a class=\"x-image e11496-7 m8vc-j m8vc-k\" href=\"#v1\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2023\/11\/programming-300x300.jpg\" width=\"300\" height=\"300\" alt=\"Image\" loading=\"lazy\"><\/a><div class=\"x-text x-text-headline e11496-8 m8vc-g m8vc-i\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><div class=\"CjVfdc CJIdie\" style=\"text-align: center\"><a class=\"XqQF9c\" href=\"https:\/\/sites.google.com\/eta.mcu.edu.tw\/aaien\/featured-programs\/cpe-problem-solving-class\"><span class=\"jgG6ef C9DxTc aw5Odc \">CPE Problem Solving Class<\/span><\/a><strong><span class=\"C9DxTc aw5Odc \"><\/span><\/strong><strong><span class=\"C9DxTc aw5Odc \"><span style=\"text-decoration: underline;color: #008080\"><br \/>\n<a style=\"color: #008080;text-decoration: underline\" href=\"https:\/\/youtu.be\/lLxZzPA2twg?si=S4VVsng7uyEm3_OU\">(List)<\/a><\/span><\/span><\/strong><\/div><\/h1><\/div><\/div><\/div><\/div><div class=\"x-col e11496-9 m8vc-9 m8vc-c m8vc-d\"><a class=\"x-image e11496-10 m8vc-j m8vc-k\" href=\"#v2\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2023\/11\/AI-1.png\" width=\"300\" height=\"300\" alt=\"Image\" loading=\"lazy\"><\/a><div class=\"x-text x-text-headline e11496-11 m8vc-g m8vc-i\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><a href=\"#v2\"><strong><span class=\"CGqCRe C9DxTc \">Machine Learning\/ Deep Learning<\/span><\/strong><\/a><\/h1><\/div><\/div><\/div><\/div><div class=\"x-col e11496-12 m8vc-9 m8vc-c m8vc-d\"><a class=\"x-image e11496-13 m8vc-j m8vc-k\" href=\"#v3\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2024\/12\/\u904a\u6232\u5f15\u64ce\u5c0e\u8ad6.png\" width=\"1080\" height=\"1124\" alt=\"Image\" loading=\"lazy\"><\/a><div class=\"x-text x-text-headline e11496-14 m8vc-g m8vc-i\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><strong><a href=\"#v3\"> Introduction to Game Engine<\/a><\/strong><\/h1><\/div><\/div><\/div><\/div><div class=\"x-col e11496-15 m8vc-9 m8vc-c m8vc-d\"><a class=\"x-image e11496-16 m8vc-j m8vc-k\" href=\"#v4\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2024\/12\/3D\u8a2d\u8a08\u8207\u5be6\u52d9.png\" width=\"735\" height=\"764\" alt=\"Image\" loading=\"lazy\"><\/a><div class=\"x-text x-text-headline e11496-17 m8vc-g m8vc-i\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><p style=\"text-align: center\"><a href=\"#v4\"><b>3D Design and Practice<\/b><\/a><\/p><\/h1><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-18 m8vc-3 m8vc-5 m8vc-6\"><div class=\"x-row-inner\"><div class=\"x-col e11496-19 m8vc-9 m8vc-c\"><hr class=\"x-line e11496-20 m8vc-m\"><\/hr><\/div><\/div><\/div><\/div><div class=\"x-section e11496-21 m8vc-0 m8vc-2 v1\" id=\"v1\"><div class=\"x-row x-container max width e11496-22 m8vc-3 m8vc-4 m8vc-8\"><div class=\"x-row-inner\"><div class=\"x-col e11496-23 m8vc-9 m8vc-c\"><div class=\"x-text x-text-headline e11496-24 m8vc-g m8vc-h\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><h4 style=\"text-align: center\"><span style=\"color: #008080\"><strong><span class=\"C9DxTc aw5Odc \">Collegiate Programming Examination (CPE) Problem Solving Class<\/span><\/h4><\/h1><\/div><\/div><\/div><div class=\"x-text e11496-25 m8vc-n\"><p>Collegiate Programming Examination (CPE) aims to enhance students' programming skills. At present, the CPE examination has been the graduation threshold for most computer related departments in Taiwan. In addition, many national universities have adopted CPE scores as one of the standards for admission to the master's degree.<\/p>\n<p>For the CPE exam, MCU CCE has planed a series of intensive courses. The complete CPE Problem-Solving Class designed by Prof. Hsiao will be used to explain the profound concepts in the CPE exam in simple terms. The course will be accompanied by sample code and incisive explanations to enhance students' familiarity with the CPE exam.<\/p><\/div><\/div><div class=\"x-col e11496-26 m8vc-9 m8vc-b m8vc-e\"><div class=\"x-frame x-frame-video-embed e11496-27 m8vc-o m8vc-p\" id=\"v1\"><div class=\"x-frame-inner\"><div class=\"x-video x-video-embed\"><iframe width=\"831\" height=\"665\" src=\"https:\/\/www.youtube.com\/embed\/lLxZzPA2twg\" frameborder=\"0\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-28 m8vc-3 m8vc-5 m8vc-6\"><div class=\"x-row-inner\"><div class=\"x-col e11496-29 m8vc-9 m8vc-c\"><hr class=\"x-line e11496-30 m8vc-m\"><\/hr><\/div><\/div><\/div><\/div><div class=\"x-section e11496-31 m8vc-0 m8vc-2 v1\" id=\"v2\"><div class=\"x-row x-container max width e11496-32 m8vc-3 m8vc-4 m8vc-8\"><div class=\"x-row-inner\"><div class=\"x-col e11496-33 m8vc-9 m8vc-c\"><div class=\"x-text x-text-headline e11496-34 m8vc-g m8vc-h\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><h4 class=\"zfr3Q CDt4Ke \" style=\"text-align: center\"><span style=\"color: #008080\"><strong>Machine Learning\/Deep Learning<\/strong><\/span><\/h4><\/h1><\/div><\/div><\/div><div class=\"x-text e11496-35 m8vc-n\"><p>The vigorous development of deep neural networks has opened up new fields of machine learning research, and its various applications have gradually appeared in people's lives. Including speech recognition systems, face recognition systems, autonomous vehicles, machine translation, emotional analysis and product recommendation, natural language processing, and a variety of image labeling and classification systems.<\/p>\n<p>In 2018, the \u2018Turing Award\u2019, known as the \u2018Nobel Prize\u2019 in the Computer Industry, was awarded to the deep learning masters Hinton, LeCun, and Bengio. It shows that artificial intelligence\/deep learning has brought tremendous and far-reaching influence to the current scientific community. The theoretical contributions of the Turing Award in 2018 include Hinton's neural network back-propagation algorithm, LeCun's convolutional neural network concept and Bengio's word embedding model.<\/p>\n<p>Now, you can complete the cutting-edge technologies of machine learning\/deep learning in a series of courses offered by the Department of Applied Artificial Intelligence, MCU. The \u2018Intelligent Network Communication\u2019 group of MCU AAI offers a series of Artificial Intelligence\/Machine Learning\/Deep Learning related courses for students. Among them, the Machine Learning\/Deep Learning courses offered by Professor Ming-Che Lee, at undergraduate\/graduate levels, beginning from the perspective of supervised\/unsupervised learning, will be a complete introduction from shallow learning to deep learning. And with the final project, students can have a complete understanding of the current popular deep learning frameworks and applications.<\/p>\n<p>The course content includes:<\/p>\n<p>Gradient Descent Algorithm<\/p>\n<p>Neural network Architecture and Backpropagation Algorithm<\/p>\n<p>Convolutional Neural Networks and Gradient Derivation<\/p>\n<p>Recurrent Neural Network and Gradient Derivation<\/p>\n<p>Word embedding and auto-encoder<\/p>\n<p>Generative Adversarial Network<\/p>\n<p>Deep neural network in Natural Language Processing, Image Recognition, and other applications<\/p><\/div><\/div><div class=\"x-col e11496-36 m8vc-9 m8vc-b m8vc-d m8vc-f\"><span class=\"x-image e11496-37 m8vc-j m8vc-l\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2023\/11\/ML-631x1024.png\" width=\"315.5\" height=\"512\" alt=\"Image\" loading=\"lazy\"><\/span><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-38 m8vc-3 m8vc-5 m8vc-6\"><div class=\"x-row-inner\"><div class=\"x-col e11496-39 m8vc-9 m8vc-c\"><hr class=\"x-line e11496-40 m8vc-m\"><\/hr><\/div><\/div><\/div><\/div><div class=\"x-section e11496-41 m8vc-0 m8vc-2 v1\" id=\"v3\"><div class=\"x-row x-container max width e11496-42 m8vc-3 m8vc-4 m8vc-8\"><div class=\"x-row-inner\"><div class=\"x-col e11496-43 m8vc-9 m8vc-c\"><div class=\"x-text x-text-headline e11496-44 m8vc-g m8vc-h\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><h4 id=\"h.eowooi9kc9i8\" class=\"CDt4Ke zfr3Q duRjpb\" style=\"text-align: center\"><span class=\" CGqCRe\" style=\"color: #008080\"><strong>Introduction to Game Engine<\/strong><\/span><\/h4><\/h1><\/div><\/div><\/div><div class=\"x-text e11496-45 m8vc-n\"><p>Unity is a cross-platform real-time engine developed by Unity Technologies, first announced and released in June 2005 at Apple Inc.'s Worldwide Developers Conference as an OS X-exclusive game engine. As of 2018, the engine has been extended to support 27 platforms. The engine can be used to create both three-dimensional and two-dimensional games as well as simulations for its many platforms. Several major versions of Unity have been released since its launch, with the latest stable version being Unity 2018.3.11.<\/p>\n<p>This is an introduction to the game engine taught by Professor Li- Jen Hsiao. In the early stage, he will lead the classmates to understand the basic materials of Unity, C# grammar, maps, cameras, UI, etc. In the middle and later stages, students will combine the AR\/VR development environment to learn how to use unity to implement 2D, 3D, AR\/VR projects. The game engine course consists of three parts: the VR course unit, the AR course unit, and the multiplayer connected game unit:<\/p>\n<p>VR course unit: This course unit, introduced from the Vive concept, includes: Camera Rig, Controller , 3D object pick\/drop, Laser light, Teleport, UI button and other basic controls.<\/p>\n<p>AR course unit: This unit uses Unity, Android Studio, and Vuforia to create a wide variety of AR applications. The generated APK file can be directly uploaded to the phone for use.<\/p>\n<p>Multiplayer game unit: This unit creates multiplayer games with Unity Networking. Use Network Manager, NetworkIdentity, NetworkTransform and other components in the game to achieve network management, object recognition and location synchronization.<\/p><\/div><\/div><div class=\"x-col e11496-46 m8vc-9 m8vc-b m8vc-d m8vc-f\"><span class=\"x-image e11496-47 m8vc-j m8vc-l\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2024\/12\/\u904a\u6232\u5f15\u64ce\u5c0e\u8ad6.png\" width=\"1080\" height=\"1124\" alt=\"Image\" loading=\"lazy\"><\/span><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-48 m8vc-3 m8vc-5 m8vc-6\"><div class=\"x-row-inner\"><div class=\"x-col e11496-49 m8vc-9 m8vc-c\"><hr class=\"x-line e11496-50 m8vc-m\"><\/hr><\/div><\/div><\/div><\/div><div class=\"x-section e11496-51 m8vc-0 m8vc-2 v1\" id=\"v4\"><div class=\"x-row x-container max width e11496-52 m8vc-3 m8vc-4 m8vc-8\"><div class=\"x-row-inner\"><div class=\"x-col e11496-53 m8vc-9 m8vc-c\"><div class=\"x-text x-text-headline e11496-54 m8vc-g m8vc-h\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\"><h4 id=\"h.auj460cgowo0\" class=\"CDt4Ke zfr3Q duRjpb\" style=\"text-align: center\"><span class=\" CGqCRe\" style=\"color: #008080\">3D Design and Practice<\/span><\/h4><\/h1><\/div><\/div><\/div><div class=\"x-text e11496-55 m8vc-n\"><p>Remember the \"Pandora\" in the movie \"Avatar\"? The vivid characters and magnificent scenes in the movie use a lot of revolutionary Maya 3D modeling technology.<\/p>\n<p>3D Maya technology is widely used in digital effects production for movies, TV, advertising, computer games and video games, and has won the Academy Award for Technology Achievement Award.<\/p>\n<p>The well-known movies \"Superman Special Forces 2\", \"Fantasy Amusement Park\", \"Toy Story 4\", and \"Frozen 2\" and \"Avatar 2\", which will appear on the 2019\/11, 2020, are all using Maya 3D modeling and rendering effects.<\/p>\n<p>The Interactive Media Technology Group of MCU AAI has developed a series of 3D modeling, interactive technology, APP development and game design courses. Combined with Maya 3D design and digital studio production, \"3D Design and Practice\" will lead you into the world of 3D design fantasy.<\/p><\/div><\/div><div class=\"x-col e11496-56 m8vc-9 m8vc-c m8vc-d\"><span class=\"x-image e11496-57 m8vc-j m8vc-l\"><img src=\"https:\/\/aai.mcu.edu.tw\/wp-content\/uploads\/sites\/111\/2023\/11\/3d.png\" width=\"365.5\" height=\"501.5\" alt=\"Image\" loading=\"lazy\"><\/span><\/div><\/div><\/div><div class=\"x-row x-container max width e11496-58 m8vc-3 m8vc-5 m8vc-6\"><div class=\"x-row-inner\"><div class=\"x-col e11496-59 m8vc-9 m8vc-c\"><hr class=\"x-line e11496-60 m8vc-m\"><\/hr><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u7cfb\u6240\u7279\u8272 \/ \u7279\u8272\u8ab2\u7a0b AAI Featured Programs CPE Problem Solving Class (List)Machine Learning\/ Deep Learning Introduction to Game Engine3D Design and PracticeCollegiate Programming Examination (CPE) Problem Solving ClassCollegiate Programming Examination (CPE) aims to enhance students&#8217; programming skills. At present, the CPE examination has been the graduation threshold for most computer related departments in Taiwan. In addition, many national universities have adopted &#8230; <\/p>\n<div><a href=\"https:\/\/aai.mcu.edu.tw\/en\/enroll-page\/\" class=\"more-link\">Read More<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-blank-4.php","meta":{"_themeisle_gutenberg_block_has_review":false,"_vp_format_video_url":"","_vp_image_focal_point":[]},"acf":[],"_links":{"self":[{"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/pages\/11496"}],"collection":[{"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/comments?post=11496"}],"version-history":[{"count":3,"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/pages\/11496\/revisions"}],"predecessor-version":[{"id":11505,"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/pages\/11496\/revisions\/11505"}],"wp:attachment":[{"href":"https:\/\/aai.mcu.edu.tw\/en\/wp-json\/wp\/v2\/media?parent=11496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}