{"id":16030,"date":"2019-09-23T12:24:16","date_gmt":"2019-09-23T16:24:16","guid":{"rendered":"https:\/\/vieux.ivado.ca\/?page_id=16030"},"modified":"2020-02-05T08:21:15","modified_gmt":"2020-02-05T13:21:15","slug":"ivado-mila-deep-learning-school-5th-edition-2","status":"publish","type":"page","link":"https:\/\/vieux.ivado.ca\/en\/trainings\/schools\/ivado-mila-deep-learning-school-5th-edition-2\/","title":{"rendered":"IVADO\/MILA\/DSI Deep Learning School 5th edition"},"content":{"rendered":"<p>[vc_row el_class=&#8221;display-none&#8221;][vc_column][\/vc_column][\/vc_row][vc_row][vc_column el_class=&#8221;width-100-240&#8243; css=&#8221;.vc_custom_1555345720852{margin-top: 0px !important;padding-top: 0px !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css=&#8221;.vc_custom_1558447306950{margin-bottom: 8px !important;}&#8221;]<\/p>\n<h3><strong><span style=\"color: #0071ba;\">December 2-6, 2019 | Vancouver (English)<\/span><\/strong><\/h3>\n<p>[\/vc_column_text]<div class=\" ubtn-ctn-left \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-left ubtn-normal \" href=\"https:\/\/www.eventbrite.ca\/e\/5th-deep-learning-school-vancouver-tickets-65688795957\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5144\" onclick=\"this.target=&#039;_blank&#039;\" class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-left   tooltip-69d1a82184af6\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#ff8139\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5144'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"\"}'  style=\"font-weight:bold;border:none;background: #ff8139;color: #ffffff;\"><span class=\"ubtn-data ubtn-icon\"><i class=\"Defaults-edit pencil-square-o\" style=\"font-size:32px;color:;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Registration<\/span><\/button><\/a><\/div>[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; el_class=&#8221;naked clearboth&#8221; css=&#8221;.vc_custom_1567189968132{margin-top: -40px !important;}&#8221;][vc_column][vc_empty_space][vc_tta_tabs][vc_tta_section i_type=&#8221;openiconic&#8221; i_icon_openiconic=&#8221;vc-oi vc-oi-mic&#8221; add_icon=&#8221;true&#8221; title=&#8221;About&#8221; tab_id=&#8221;About&#8221;][vc_empty_space height=&#8221;30px&#8221;][vc_icon type=&#8221;openiconic&#8221; icon_openiconic=&#8221;vc-oi vc-oi-mic&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554316743716{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>About<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_row_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Summary<\/h3>\n<p>Deep learning is a machine learning technique that has significantly improved previous results in computer vision, speech recognition, machine translation and other areas. Many other areas are affected by this new technology, or will be. In response to the interest generated by this technology, and in response to training needs,\u00a0<a href=\"https:\/\/vieux.ivado.ca\/\" target=\"_blank\" rel=\"noopener noreferrer\">IVADO<\/a> and <a href=\"https:\/\/mila.quebec\/\" target=\"_blank\" rel=\"noopener noreferrer\">Mila<\/a> are partnering with the <a href=\"https:\/\/dsi.ubc.ca\/\" target=\"_blank\" rel=\"noopener noreferrer\">UBC Data Science Institute<\/a> to offer this training in Vancouver from December 2 to 6, 2019.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Target audience<\/h3>\n<p>The content of this school is mainly aimed at industry professionals and SMEs with basic knowledge of mathematics and programming (engineers, computer scientists, statisticians, technical project managers, product managers, systems engineers, etc.), but professors and graduate students in science or engineering (mainly those who are not yet familiar with deep learning) may also find it interesting.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Prerequisites<\/h3>\n<p>A minimal knowledge of programming (ideally Python) and basic knowledge in mathematics (linear algebra, statistics) is desirable.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Objectives<\/h3>\n<p>At the end of the training week, participants should be able to:<\/p>\n<ul>\n<li>Understand the basics and terminology related to deep learning<\/li>\n<li>Understand the methodology for carrying out a project in deep learning<\/li>\n<li>Identify the types of neural networks to use to solve different types of problems<\/li>\n<li>Get familiar with deep learning libraries through practical and tutorial sessions<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Dates and place<\/h3>\n<p><strong>December 2-6, 2019, Vancouver<\/strong><\/p>\n<p>UBC Nest South Ballroom<br \/>\n6133 University Boulevard<br \/>\nVancouver, BC<\/p>\n<p><a class=\"js-d-scroll-to js-scroll-to-map\" href=\"https:\/\/www.google.com\/maps\/search\/UBC+Nest+South+Ballroom+6133+University+Boulevard+Vancouver,+BC\/@49.2664148,-123.2519861,17z\/data=!3m1!4b1\" target=\"_blank\" rel=\"noopener noreferrer\" data-d-duration=\"1500\" data-d-destination=\"#map-target\" data-xd-wired=\"scroll-to\">View Map<\/a>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221; el_class=&#8221;display-none&#8221;]<\/p>\n<h3>Registration<\/h3>\n<p>Registration will open in June. The opening of registrations will be announced in the IVADO newsletter and on our social networks.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Ressources (French)<\/h3>\n<ul>\n<li><a href=\"https:\/\/vieux.ivado.ca\/formations\/ecoles\/ecole-apprentissage-profond-octobre-2018\" target=\"_blank\" rel=\"noopener noreferrer\">Programme de la 3e \u00e9dition<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/mila-iqia\/dlschool-ivadofr-a18\" target=\"_blank\" rel=\"noopener noreferrer\">Tutoriels de la 3e \u00e9dition<\/a><\/li>\n<li>Vid\u00e9os &#8211; <a href=\"https:\/\/www.youtube.com\/playlist?list=PLnI094tgrXpzF7sDOGldVGYAbd7G6UViF\">1e \u00e9dition<\/a>, <a href=\"https:\/\/www.youtube.com\/playlist?list=PLnI094tgrXpywDKPiGL9k7bShy_VWVZw3\" target=\"_blank\" rel=\"noopener noreferrer\">2e \u00e9dition<\/a><\/li>\n<li><a href=\"https:\/\/cours.edulib.org\/courses\/course-v1:IVADO+IA-101+P2018\/about\" target=\"_blank\" rel=\"noopener noreferrer\">Cours en ligne d\u2019introduction \u00e0 l\u2019apprentissage profond<\/a><\/li>\n<\/ul>\n<p>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Contact<\/h3>\n<p>For any comments, do not hesitate to contact us at the following email address: <a href=\"mailto:formations@ivado.ca\">formations@ivado.ca.<\/a><\/p>\n<p><b> <\/b>This school is made possible by the Canada First Research Excellence Fund.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_column_text css_animation=&#8221;fadeInUp&#8221; css=&#8221;.vc_custom_1558524125954{border-bottom-width: 1px !important;border-bottom-color: #eeeeee !important;border-bottom-style: solid !important;}&#8221;]<\/p>\n<h3>Dates and places<\/h3>\n<p>[\/vc_column_text][vc_row_inner][vc_column_inner][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: left;\">December 2-6, 2019, Vancouver, English<\/p>\n<p>[\/vc_column_text]<div class=\" ubtn-ctn-left \"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-left ubtn-normal \" href=\"https:\/\/www.eventbrite.ca\/e\/5th-deep-learning-school-vancouver-tickets-65688795957\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5102\" onclick=\"this.target=&#039;_blank&#039;\" class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-left   tooltip-69d1a82184dd1\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#ff8139\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-5102'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"\"}'  style=\"font-weight:bold;border:none;background: #ff8139;color: #ffffff;\"><span class=\"ubtn-data ubtn-icon\"><i class=\"Defaults-edit pencil-square-o\" style=\"font-size:32px;color:;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Registration<\/span><\/button><\/a><\/div>[\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section i_type=&#8221;entypo&#8221; i_icon_entypo=&#8221;entypo-icon entypo-icon-users&#8221; add_icon=&#8221;true&#8221; title=&#8221;Speakers&#8221; tab_id=&#8221;Speakers&#8221; el_class=&#8221;speakers&#8221;][vc_empty_space height=&#8221;30px&#8221;][vc_icon type=&#8221;entypo&#8221; icon_entypo=&#8221;entypo-icon entypo-icon-users&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; custom_color=&#8221;#ff671f&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>Confirmed Speakers<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/ga%C3%A9tan-marceau-caron-22b23b28\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16415 size-full aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron.jpg\" alt=\"\" width=\"503\" height=\"503\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron.jpg 503w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron-150x150.jpg 150w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron-300x300.jpg 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron-400x400.jpg 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Ga\u00e9tan-Marceau-Caron-120x120.jpg 120w\" sizes=\"(max-width: 503px) 100vw, 503px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #f06735;\"><a style=\"color: #f06735;\" href=\"https:\/\/www.linkedin.com\/in\/ga%C3%A9tan-marceau-caron-22b23b28\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ga\u00e9tan Marceau Caron<\/a>\u00a0<\/span><\/h4>\n<p style=\"text-align: center;\">Applied Research Scientist<br \/>\nMila &#8211; Institut Qu\u00e9b\u00e9cois d&#8217;Intelligence Artificielle<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/gfarnadi\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16411 size-full aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi.png\" alt=\"\" width=\"506\" height=\"506\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi.png 506w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi-150x150.png 150w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi-300x300.png 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi-400x400.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Golnoosh-Farnadi-120x120.png 120w\" sizes=\"(max-width: 506px) 100vw, 506px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/gfarnadi\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Golnoosh Farnadi<\/span><\/a><\/h4>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Postdoctoral Researcher<br \/>\nMila &#8211; Institut Qu\u00e9b\u00e9cois d&#8217;Intelligence Artificielle<br \/>\n<\/span><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/jeremy-pinto\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16418 size-full aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto.jpg\" alt=\"\" width=\"503\" height=\"503\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto.jpg 503w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto-150x150.jpg 150w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto-300x300.jpg 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto-400x400.jpg 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Jeremy-Pinto-120x120.jpg 120w\" sizes=\"(max-width: 503px) 100vw, 503px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/jeremy-pinto\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Jeremy Pinto<\/span><\/a><\/h4>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Applied Research Scientist<br \/>\nMila &#8211; Institut Qu\u00e9b\u00e9cois d&#8217;Intelligence Artificielle<br \/>\n<\/span><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/michiel-van-de-panne-b722781\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16421 size-full aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne.jpg\" alt=\"\" width=\"424\" height=\"423\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne.jpg 424w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-150x150.jpg 150w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-300x300.jpg 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-400x400.jpg 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-301x300.jpg 301w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-401x400.jpg 401w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/Michiel-van-de-Panne-120x120.jpg 120w\" sizes=\"(max-width: 424px) 100vw, 424px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/michiel-van-de-panne-b722781\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Michiel van de Panne<\/span><\/a><\/h4>\n<p style=\"text-align: center;\">Professor, Canada Research Chair<br \/>\nAssociate Head for Research and Faculty Affairs<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/mirkobronzi\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-16403 size-full aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi.png\" alt=\"\" width=\"509\" height=\"509\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi.png 509w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi-150x150.png 150w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi-300x300.png 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi-400x400.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/10\/mirko-bronzi-120x120.png 120w\" sizes=\"(max-width: 509px) 100vw, 509px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/mirkobronzi\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Mirko Bronzi<\/span><\/a><\/h4>\n<p style=\"text-align: center;\">Applied Research Scientist<br \/>\nMila &#8211; Institut Qu\u00e9b\u00e9cois d&#8217;Intelligence Artificielle<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/evgueni\/?originalSubdomain=ca\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" class=\"size-full wp-image-16823 aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Evgueni-Loukipoudis-400x400.png\" alt=\"\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Evgueni-Loukipoudis-400x400.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Evgueni-Loukipoudis-150x150.png 150w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/evgueni\/?originalSubdomain=ca\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Evgueni Loukipoudis<\/span><\/a><\/h4>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">CTO of Canada\u2019s Digital Technology Supercluster<\/span><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.linkedin.com\/in\/fredpopowich\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" class=\"size-full wp-image-16827 aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Fred-Popowich-400x400.png\" alt=\"\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Fred-Popowich-400x400.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Fred-Popowich-150x150.png 150w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/fredpopowich\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Fred Popowich<\/span><\/a><\/h4>\n<p style=\"text-align: center;\">Computing Scientist at Simon Fraser University<br \/>\nScientific Director of SFU\u2019s Big Data Initiative<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_column_text]<a href=\"https:\/\/www.cs.ubc.ca\/~rng\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" class=\"size-full wp-image-16831 aligncenter\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Raymond-T-Ng-400x400.png\" alt=\"\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Raymond-T-Ng-400x400.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Raymond-T-Ng-150x150.png 150w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/a><\/p>\n<h4 style=\"text-align: center;\"><a href=\"https:\/\/www.cs.ubc.ca\/~rng\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"color: #f06735;\">Raymond T Ng<\/span><\/a><\/h4>\n<p style=\"text-align: center;\">Director, Data Science Institute, UBC<br \/>\nProfessor, Computer Science, UBC<br \/>\nCanada Research Chair in Data Science and Analytics<br \/>\nChief Informatics Officer, PROOF (Prevention of Organ Failure) Centre<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_tta_section][vc_tta_section i_type=&#8221;openiconic&#8221; i_icon_openiconic=&#8221;vc-oi vc-oi-calendar-inv&#8221; add_icon=&#8221;true&#8221; title=&#8221;Program&#8221; tab_id=&#8221;Program&#8221; el_class=&#8221;bouton-programme&#8221;][\/vc_tta_section][\/vc_tta_tabs][vc_row_inner][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row css_animation=&#8221;none&#8221; el_class=&#8221;orange ferme&#8221; css=&#8221;.vc_custom_1558449343413{margin-top: -20px !important;}&#8221;][vc_column][vc_empty_space][vc_icon type=&#8221;openiconic&#8221; icon_openiconic=&#8221;vc-oi vc-oi-calendar-inv&#8221; color=&#8221;custom&#8221; size=&#8221;lg&#8221; align=&#8221;center&#8221; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554301958146{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<\/p>\n<h3 style=\"text-align: center;\"><strong>Program<\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_column_text el_class=&#8221;h3-souligne&#8221;]<strong><a href=\"https:\/\/github.com\/mila-iqia\/ivado-mila-dl-school-2019-vancouver\" target=\"_blank\" rel=\"noopener noreferrer\">Get all the material needed for completing the tutorials of the school as well as some supplementary material.<\/a><\/strong>[\/vc_column_text][vc_empty_space height=&#8221;15px&#8221;][vc_tta_tabs active_section=&#8221;1&#8243;][vc_tta_section title=&#8221;Monday&#8221; tab_id=&#8221;monday&#8221;][vc_empty_space][vc_column_text]<\/p>\n<h3>Machine Learning<\/h3>\n<p><strong>9AM &#8211; 09:10AM: Welcome<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Welcome words by IVADO and Mila<\/p>\n<p><strong>09:10AM &#8211; 10:15AM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Machine learning and experimental protocol<\/p>\n<p style=\"padding-left: 30px;\">Ga\u00e9tan Marceau Caron<\/p>\n<p><strong>10:15AM \u2013 10:45AM: Break<\/strong><\/p>\n<p><strong>10:45AM \u2013 12PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Introduction to Machine Learning<\/p>\n<p style=\"padding-left: 30px;\">Ga\u00e9tan Marceau Caron<\/p>\n<p><strong>12PM \u2013 1:30PM: Lunch<\/strong><\/p>\n<p><strong>1:30PM \u2013 2:45PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Machine learning tools<\/p>\n<p style=\"padding-left: 30px;\">Jeremy Pinto<\/p>\n<p><strong>2:45PM \u2013 3:15PM: Break<\/strong><\/p>\n<p><strong>3:15 \u2013 4:30PM: Tutorial<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Data &amp; metrics with pyTorch<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Tuesday&#8221; tab_id=&#8221;tuesday&#8221;][vc_empty_space][vc_column_text]<\/p>\n<h3>Deep Learning<\/h3>\n<p><strong>9AM &#8211; 10:15AM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Introduction to deep learning<\/p>\n<p style=\"padding-left: 30px;\">Ga\u00e9tan Marceau Caron<\/p>\n<p><strong>10:15AM \u2013 10:45AM: Break<\/strong><\/p>\n<p><strong>10:45AM \u2013 12PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Computational graph &amp; backpropagation<\/p>\n<p style=\"padding-left: 30px;\">Ga\u00e9tan Marceau Caron<\/p>\n<p><strong>12PM \u2013 1:30PM: Lunch<\/strong><\/p>\n<p><strong>1:30PM \u2013 2:45PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Optimization in deep learning<\/p>\n<p style=\"padding-left: 30px;\">Ga\u00e9tan Marceau Caron<\/p>\n<p><strong>2:45PM \u2013 3:15PM: Break<\/strong><\/p>\n<p><strong>3:15PM \u2013 4:30PM: Tutorial<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Categorical data with multilayer perceptron (MLP)<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Wednesday&#8221; tab_id=&#8221;wednesday&#8221;][vc_empty_space][vc_column_text]<\/p>\n<h3>CNN<\/h3>\n<p><strong>9AM &#8211; 10:15AM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Introduction to convolutional neural networks, part I<\/p>\n<p style=\"padding-left: 30px;\">Jeremy Pinto<\/p>\n<p><strong>10:15AM \u2013 10:45AM: Break<\/strong><\/p>\n<p><strong>10:45AM \u2013 12PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Introduction to convolutional neural networks, part II<\/p>\n<p style=\"padding-left: 30px;\">Jeremy Pinto<\/p>\n<p><strong>12PM \u2013 1:30PM: Lunch<\/strong><\/p>\n<p><strong>1:30PM \u2013 2:45PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Convolutional neural network architectures<\/p>\n<p style=\"padding-left: 30px;\">Jeremy Pinto<\/p>\n<p><strong>2:45PM \u2013 3:15PM: Break<\/strong><\/p>\n<p><strong>3:15PM \u2013 4:30PM: Tutorial<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Getting started with convolutional neural networks<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Thursday&#8221; tab_id=&#8221;thursday&#8221;][vc_empty_space][vc_column_text]<\/p>\n<h3>RNN<\/h3>\n<p><strong>9AM &#8211; 10:15AM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Introduction to recurrent neural networks<\/p>\n<p style=\"padding-left: 30px;\">Mirko Bronzi<\/p>\n<p><strong>10:15AM \u2013 10:45AM: Break<\/strong><\/p>\n<p><strong>10:45AM \u2013 12PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Sequence to sequence models<\/p>\n<p style=\"padding-left: 30px;\">Mirko Bronzi<\/p>\n<p><strong>12PM \u2013 1:30PM: Lunch<\/strong><\/p>\n<p><strong>1:30PM \u2013 2:45PM: Presentation<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Natural language processing<\/p>\n<p style=\"padding-left: 30px;\">Mirko Bronzi<\/p>\n<p><strong>2:45PM \u2013 3:15PM: Break<\/strong><\/p>\n<p><strong>3:15PM \u2013 4:30PM: Tutorial<\/strong><\/p>\n<p style=\"padding-left: 30px;\">Recurrent neural networks<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Friday&#8221; tab_id=&#8221;friday&#8221;][vc_empty_space][vc_column_text]<strong>9AM \u2013 10:15AM<\/strong>: <strong>Presentation<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Reinforcement Learning<\/p>\n<p style=\"padding-left: 40px;\">Dr. Michiel van de Panne (Professor, UBC Computer Science)<\/p>\n<p><strong>10:15AM \u2013 10:30AM<\/strong>: <strong>Coffee Break<\/strong><\/p>\n<p><strong>10:30AM \u2013 12PM<\/strong>: <strong>Presentation<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Reinforcement Learning<\/p>\n<p style=\"padding-left: 40px;\">Dr. Michiel van de Panne (Professor, UBC Computer Science)<\/p>\n<p><strong>12PM \u2013 1PM<\/strong>: <strong>Lunch Break<\/strong><\/p>\n<p><strong>1PM \u2013 2:45PM<\/strong>: <strong>Presentation<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Ethics in AI: Bias and discrimination in Machine Learning<\/p>\n<p style=\"padding-left: 40px;\">Dr. Golnoosh Farnadi (Researcher at Polytechnique Montr\u00e9al)<\/p>\n<p><strong>2:45PM \u2013 3:00PM<\/strong>: <strong>Coffee Break<\/strong><\/p>\n<p><strong>3:00PM \u2013 4:00PM<\/strong>: <strong>Presentation<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Ethics in AI Discussion Panel<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span style=\"font-weight: 400;\">Evgueni Loukipoudis<br \/>\n<\/span>CTO of Canada\u2019s Digital Technology Supercluster.<\/li>\n<li><span style=\"font-weight: 400;\">Fred Popowich<br \/>\n<\/span>Computing Scientist at Simon Fraser University<br \/>\nScientific Director of SFU\u2019s Big Data Initiative.<\/li>\n<li>Raymond T Ng<br \/>\nDirector, Data Science Institute, UBC<br \/>\nProfessor, Computer Science, UBC<br \/>\nCanada Research Chair in Data Science and Analytics<br \/>\nChief Informatics Officer, PROOF (Prevention of Organ Failure) Centre<\/li>\n<li>Golnoosh Farnadi<br \/>\nIVADO post-doctoral fellow at Polytechnique Montr\u00e9al<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row el_class=&#8221;display-none&#8221;][vc_column][\/vc_column][\/vc_row][vc_row][vc_column el_class=&#8221;width-100-240&#8243; css=&#8221;.vc_custom_1555345720852{margin-top: 0px !important;padding-top: 0px !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css=&#8221;.vc_custom_1558447306950{margin-bottom: 8px !important;}&#8221;] December 2-6, 2019 | Vancouver (English) [\/vc_column_text][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; el_class=&#8221;naked clearboth&#8221; css=&#8221;.vc_custom_1567189968132{margin-top: -40px !important;}&#8221;][vc_column][vc_empty_space][vc_tta_tabs][vc_tta_section i_type=&#8221;openiconic&#8221; i_icon_openiconic=&#8221;vc-oi vc-oi-mic&#8221; add_icon=&#8221;true&#8221; title=&#8221;About&#8221;&#8230; <\/p>\n<div class=\"clear\"><\/div>\n<p><a href=\"https:\/\/vieux.ivado.ca\/en\/trainings\/schools\/ivado-mila-deep-learning-school-5th-edition-2\/\" class=\"gdlr-button with-border excerpt-read-more\">Read More<\/a><\/p>\n","protected":false},"author":33,"featured_media":0,"parent":9052,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IVADO\/MILA\/DSI Deep Learning School 5th edition - IVADO<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IVADO\/MILA\/DSI Deep Learning School 5th edition - IVADO\" \/>\n<meta property=\"og:description\" content=\"[vc_row el_class=&#8221;display-none&#8221;][vc_column][\/vc_column][\/vc_row][vc_row][vc_column el_class=&#8221;width-100-240&#8243; 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