{"id":1181,"date":"2022-08-17T12:15:15","date_gmt":"2022-08-17T10:15:15","guid":{"rendered":"https:\/\/web.umons.ac.be\/isia\/?p=1181"},"modified":"2023-06-26T22:12:57","modified_gmt":"2023-06-26T20:12:57","slug":"hands-on-ai-2022","status":"publish","type":"post","link":"https:\/\/web.umons.ac.be\/isia\/en\/hands-on-ai-2022\/","title":{"rendered":"University Certificate in Artificial Intelligence (Hands on AI)"},"content":{"rendered":"<p>Artificial Intelligence (AI), and in particular Machine Learning (ML) and Deep Neural Nets (DNN), is experiencing considerable enthusiasm and success in a large number of application areas. Let us mention aeronautics, transport, health, finance, IT.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">About this training Location: <\/span><\/span><\/span><\/h3>\n<ul>\n<li>\n<div class=\"label scheme-color\">Location: Mons<\/div>\n<\/li>\n<li>Training Language: French<\/li>\n<li>Time: 16 evenings and one weekend, between October 2022 and March 2023<\/li>\n<li><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Registration fees: 1500\u20ac<\/span><\/span><\/span><\/li>\n<li><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Document: <a href=\"https:\/\/web.umons.ac.be\/isia\/wp-includes\/js\/tinymce\/Service \/ FPMS - Information, Signal, et Intelligence Artificielle\/_wp_link_placeholder\">Brochure 2022-2023 CU IA<\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<h3>Registration:\u00a0\u200b\u200b<\/h3>\n<blockquote class=\"wp-embedded-content\" data-secret=\"WEHbIW3SQ6\"><p><a href=\"https:\/\/web.umons.ac.be\/fpms\/training\/cu-inarti\/\">Hands on AI<\/a><\/p><\/blockquote>\n<p><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;Hands on AI&#8221; &#8212; Facult\u00e9 \/ FPMS\" src=\"https:\/\/web.umons.ac.be\/fpms\/training\/cu-inarti\/embed\/#?secret=Ve0mQlDGJE#?secret=WEHbIW3SQ6\" data-secret=\"WEHbIW3SQ6\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p><a href=\"https:\/\/web.umons.ac.be\/fpms\/fr\/formations\/cu-inarti\/\">\u200bhttps:\/\/web.umons.ac.be\/fpms\/fr\/formations\/cu-inarti\/\u200b<\/a><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Access conditions <\/span><\/span><\/span><\/h3>\n<h6><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Prerequisites <\/span><\/span><\/span><\/h6>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">In order to make the most of this training, it is necessary to master the basics of computer programming through the mastery of an advanced programming language, if possible Python; if not we suggest the following online Python training: <a href=\"https:\/\/learn.datacamp.com\/courses\/intro-to-python-for-data-science\">https:\/\/learn.datacamp.com\/courses\/intro-to-python-for-data-science<\/a> \u2013 take at least Chapter 1 \u201cPython Basics\u201d, which is free. <\/span><\/span><\/span><\/p>\n<h6><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Terms of Access <\/span><\/span><\/span><\/h6>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Master&rsquo;s and Bachelor&rsquo;s degree in engineering sciences and technology, in science or equivalent (on file). <\/span><\/span><\/span><\/p>\n<h6><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Target audience<\/span><\/span><\/span><\/h6>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\"> Adults resuming studies (Technical staff in need of training, engineers, computer science graduates), PhD students, Postdocs <\/span><\/span><\/span><\/p>\n<h6><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">For doctoral students<\/span><\/span><\/span><\/h6>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\"> Registration must be done via the Continuing Education department: <a href=\"mailto:formation.continue@umons.ac.be\">formation.continue@umons.ac.be<\/a><br \/>\nRegistration is free for doctoral students in good standing for doctoral registration for the current year. It is chargeable otherwise. <\/span><\/span><\/span><\/p>\n<h6><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">For people outside UMONS<\/span><\/span><\/span><\/h6>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">UMONS Registration must be done via the Continuing Education department: <a href=\"mailto:formation.continue@umons.ac.be\">formation.continue@umons.ac.be<\/a> and is chargeable<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Programme et structure<\/strong><\/h3>\n<h5>AI CHALLENGES (4 ECTS)<\/h5>\n<p><strong>\u2022\u00a0 <span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Challenge 1: <\/span><\/span><\/span><\/strong><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Explainable AI for image classification and object localization, Prof. Sidi Ahmed Mahmoudi, October 13, 20, 27, 2022<\/span><\/span><\/span><strong><br \/>\n<\/strong><\/p>\n<p><strong>\u2022\u00a0 <span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Challenge 2: <\/span><\/span><\/span><\/strong><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Artificial Intelligence and Natural Language, Prof. St\u00e9phane Dupont November 10, 17, 24, 2022<\/span><\/span><\/span><strong><br \/>\n<\/strong><\/p>\n<p><strong>\u2022\u00a0 <span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Challenge 3: <\/span><\/span><\/span><\/strong><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">AI for time series analysis and forecasting, Prof. Souhaib Ben Taieb, December 8, 15, 22, 2022<\/span><\/span><\/span><strong><br \/>\n<\/strong><\/p>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\"><strong>Three application challenges<\/strong> from applicants in various fields will be proposed.<br \/>\n<\/span><\/span><\/span><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\"><strong>Introductory sessions and initiation to AI frameworks<\/strong> (T. Dutoit and Sidi Mahmoudi): October 6, 2022<br \/>\n<strong>Per challenge:<\/strong> 3 hours of lessons, 6 hours of practical work in coworking mode and 3 hours of personal project<br \/>\n<strong>Total:<\/strong> 9 hours of lessons, 18 hours of practical work (coworking sessions) and 9 hours of project<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h5>AI SEMINARS (1 ECTS)<\/h5>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Six inspiring seminars involving AI experts to reflect on its implications in diverse fields. The 6 seminars will take place from 6 p.m. to 8 p.m. on the following dates: October 18, October 25, November 8, November 15, November 22, November 29. <\/span><\/span><\/span><\/p>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">\u2022 AI &amp; Health (Giovanni Briganti)<br \/>\n\u2022 AI &amp; Law (Charles Bernard)<br \/>\n\u2022 AI &amp; Media (Octavio Kuelesz)<br \/>\n\u2022 AI &amp; Business (Val\u00e9rie Zapico)<br \/>\n\u2022 AI &amp; Society (Nathana\u00ebl Ackerman)<br \/>\n\u2022 AI &amp; Data Analytics (Gauthier Krings)<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h5>AI WORKSHOP (5 ECTS)<\/h5>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">A green weekend (first quarter of 2023) between all the participants registered for the university certificate, focused on teamwork for the realization of an ambitious AI project. Participants will be supervised by both technical coaches and project management \/ design thinking coaches. <\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><strong><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">Your UMONS trainers<\/span><\/span><\/span><\/strong><\/h3>\n<p><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\">\u2022 Thierry Dutoit: Professor at the Polytechnic Faculty and academic manager of the program<br \/>\n<\/span><\/span><\/span><span class=\"VIiyi\" lang=\"en\"><span class=\"JLqJ4b\" data-language-for-alternatives=\"en\" data-language-to-translate-into=\"fr\" data-phrase-index=\"0\" data-number-of-phrases=\"1\"><span class=\"Q4iAWc\"> \u2022 Pierre Manneback: Professor at the Polytechnic Faculty<br \/>\n\u2022 Xavier Siebert: Lecturer at the Polytechnic Faculty<br \/>\n\u2022 Sidi Ahmed Mahmoudi: Lecturer at the Polytechnic Faculty<br \/>\n\u2022 Souhaib Ben Taieb: Lecturer at the Faculty of Sciences<br \/>\n\u2022 St\u00e9phane Dupont: Lecturer at the Faculty of Sciences<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Contact<\/strong><\/h3>\n<p>Service Formation Continue<br \/>\nPatricia Lorent<br \/>\n+32-65-373714<br \/>\nformation.continue@umons.ac.be<\/p>\n<p>\u200b\u200b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>After initiating the Mons AI Meetups in 2017, various Teaching and Research departments of the Polytechnic Faculty and the Faculty of Sciences, supported by the UMONS Numediart and InforTech Research Institutes, offer an Artificial Intelligence University Certificate (Hands on AI) consisting of a 5-credit teaching module delivered in the evening and a 5-credit \u201cworkshop\u201d type module delivered over a weekend.<\/p>\n","protected":false},"author":233,"featured_media":1225,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28,14],"tags":[],"class_list":["post-1181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-institution","category-teaching"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - 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