{"id":164,"date":"2020-07-01T12:59:14","date_gmt":"2020-07-01T12:59:14","guid":{"rendered":"https:\/\/aaidm.buas.nl\/?page_id=164"},"modified":"2020-09-06T16:10:20","modified_gmt":"2020-09-06T16:10:20","slug":"ai1-preparation-for-week-1-basics-of-neural-networks","status":"publish","type":"page","link":"https:\/\/aaidm.buas.nl\/?page_id=164","title":{"rendered":"AI1- Preparation for Week 1 &#8211; Applications of Artificial Intelligence"},"content":{"rendered":"\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-table is-style-regular\"><table><tbody><tr><td>Author:<\/td><td><a href=\"https:\/\/francescolelli.info\/\" target=\"_blank\" rel=\"noreferrer noopener\">Francesco Lelli<\/a><\/td><\/tr><tr><td>Learning Line:<\/td><td>Perceptron and Applications of machine learning.<\/td><\/tr><tr><td>Course:<\/td><td>AI1: Introduction to Neural Networks<\/td><\/tr><tr><td>Week:<\/td><td>1<\/td><\/tr><tr><td>Competencies:<\/td><td>\u00ad-  Understand various application of Artificial Intelligence<br>\u00ad &#8211; Understand and implement a Perceptron<\/td><\/tr><tr><td>BoKS:<\/td><td>3aK1 The student understands a supervised learning process and its components. She knows how to apply such a strategy in a specific (business) context.<\/td><\/tr><tr><td>Learning Goals:<\/td><td>Understand what you can (and can not) do with machine learning<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Welcome to introduction to Artificial Intelligence. <\/p>\n\n\n\n<p>We define Artificial Intelligence (in short AI) as the theory and development of computer systems able to perform tasks normally requiring human intelligence, such as visual perception, speech recognition, decision-making, and translation between languages. <\/p>\n\n\n\n<p>In other words, AI makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Most AI examples that you hear about today \u2013 from chess-playing computers to self-driving cars \u2013 rely heavily on deep learning and\u00a0natural language processing (covered in AI2) . Using these technologies, computers can be trained to accomplish specific tasks by processing large amounts of data and recognizing patterns in the data.<\/p>\n\n\n\n<p>There is no preparation for this week. However you may want to get familiar with what is possible and what is not possible to do with AI. Please have a look at the following video: <\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How Far is Too Far? | The Age of A.I.\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/UwsrzCVZAb8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>We will start the first lecture discussing these cases as well as provide you more technical details of how certain application works. <\/p>\n\n\n\n<p>This video is a a 8 part documentary series hosted by Robert Downey Jr. covering the ways Artificial Intelligence, Machine Learning and Neural Networks will change the world. <\/p>\n\n\n\n<p>I hope that it will serve you as inspiration for the journey ahead. <\/p>\n<\/div><\/div>\n\n\n\n<p>Would you like to do something more? The full list of episodes is available here: <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.youtube.com\/playlist?list=PLjq6DwYksrzz_fsWIpPcf6V7p2RNAneKc\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.youtube.com\/playlist?list=PLjq6DwYksrzz_fsWIpPcf6V7p2RNAneKc<\/a><\/li><\/ul>\n\n\n\n<p>Looking forward to seeing you in the classes! <\/p>\n\n\n\n<p>This is week 1 of AI1: Introduction to Neural Networks, link to the all material of the course: <\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"http:\/\/AI1: Introduction to Artificial Intelligence\" target=\"_blank\" rel=\"noreferrer noopener\">AI1: Introduction to Neural Networks<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Author: Francesco Lelli Learning Line: Perceptron and Applications of machine learning. Course: AI1: Introduction to Neural Networks Week: 1 Competencies: \u00ad- Understand various application of Artificial Intelligence\u00ad &#8211; Understand and implement a Perceptron BoKS: 3aK1 The student understands a supervised learning process and its components. She knows how to apply such a strategy in a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":87,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-164","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI1- Preparation for Week 1 - Applications of Artificial Intelligence - Applied Artificial Intelligence and Data Management<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aaidm.buas.nl\/?page_id=164\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI1- Preparation for Week 1 - Applications of Artificial Intelligence - Applied Artificial Intelligence and Data Management\" \/>\n<meta property=\"og:description\" content=\"Author: Francesco Lelli Learning Line: Perceptron and Applications of machine learning. 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