{"id":17111,"date":"2019-11-28T10:18:13","date_gmt":"2019-11-28T15:18:13","guid":{"rendered":"https:\/\/vieux.ivado.ca\/trainings\/workshops\/applications-en-genie-logiciel-pour-apprentissage-automatique-du-code-a-la-production\/"},"modified":"2020-03-02T14:07:03","modified_gmt":"2020-03-02T19:07:03","slug":"software-engineering-for-machine-learning-applications-from-code-to-production","status":"publish","type":"page","link":"https:\/\/vieux.ivado.ca\/en\/trainings\/workshops\/software-engineering-for-machine-learning-applications-from-code-to-production\/","title":{"rendered":"Software Engineering for Machine Learning Applications: From Code to Production"},"content":{"rendered":"<p>[vc_row][vc_column][vc_column_text]<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-20412\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01.jpg\" alt=\"\" width=\"1346\" height=\"459\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01.jpg 1346w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-300x102.jpg 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-1024x349.jpg 1024w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-768x262.jpg 768w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-400x136.jpg 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-700x239.jpg 700w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2020\/02\/IVADO_workshopCodeToProductionscaleAI_646X220_ENG_LinkedIn-01-120x41.jpg 120w\" sizes=\"(max-width: 1346px) 100vw, 1346px\" \/>[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text]<\/p>\n<h3><strong><span style=\"color: #0071ba;\">March 2-6, 2020 | MONTR\u00c9AL<\/span><\/strong><\/h3>\n<p>[\/vc_column_text][vc_empty_space][\/vc_column][vc_column width=&#8221;1\/3&#8243;]<div class=\" ubtn-ctn-center display-none\"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-normal display-none\" href=\"https:\/\/www.eventbrite.ca\/e\/software-engineering-for-machine-learning-apps-from-code-to-production-tickets-84613963643\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-9828\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-center   tooltip-69dc4606d2eee\"  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-9828'  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_empty_space][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; el_class=&#8221;naked clearboth&#8221; css=&#8221;.vc_custom_1554726987628{margin-top: -40px !important;}&#8221;][vc_column][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_row_inner][vc_column_inner width=&#8221;2\/3&#8243;][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_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_empty_space]<div class=\" ubtn-ctn-center \"><button type=\"button\" id=\"ubtn-7663\" onclick=\"jQuery(&#039;html, body&#039;).animate({ scrollTop: (jQuery(&quot;#kikicode&quot;).offset().top - 50) }, 2000);\" class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-center   tooltip-69dc4606d2fd6\"  data-hover=\"\" data-border-color=\"\" data-bg=\"#d5dd20\" data-hover-bg=\"\" data-border-hover=\"\" data-shadow-hover=\"\" data-shadow-click=\"none\" data-shadow=\"\" data-shd-shadow=\"\"  data-ultimate-target='#ubtn-7663'  data-responsive-json-new='{\"font-size\":\"desktop:24px;\",\"line-height\":\"\"}'  style=\"font-weight:bold;border:none;background: #d5dd20;color: #000000;\"><span class=\"ubtn-data ubtn-icon\"><i class=\"Defaults-arrow-down\" style=\"font-size:32px;color:#000000;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >You have kids?<\/span><\/button><\/div>[\/vc_column_inner][\/vc_row_inner][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;]This workshop is part of the <strong>Data &#8211; Break Workshops Series<\/strong> which will take place during Spring Break. Participants will have the choice to participate in one of 2 specialized Workshops occurring simultaneously.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Context<\/h3>\n<p>Traditional software engineering techniques are inadequate for designing machine learning based systems. This workshop is organized in response to the interest generated by machine learning, and in response to training needs in this field.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Objectives<\/h3>\n<ul>\n<li>Understand the basics of building and deploying a machine learning component with containers<\/li>\n<li>Understand the methodology for testing a machine learning based system<\/li>\n<li>Identify the types of techniques to use to ensure reliability in machine learning based components<\/li>\n<li>Get familiar with deep learning libraries and containers technologies through practical and tutorial sessions<\/li>\n<\/ul>\n<p>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Format<\/h3>\n<p>Over 5 days, participants will attend lectures given by multiple software engineering experts and have the opportunity to practice what they have learned with daily hands-on tutorials.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Target audience<\/h3>\n<p>Industry professionals such as: engineers, computer scientists, software developers, technical projet managers, product managers, systems engineers etc&#8230; Academics within these fields may also be interested.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInLeft&#8221;]<\/p>\n<h3>Prerequisite<\/h3>\n<p>Basic knowledge mathematics, knowledge in Python coding and in software development.[\/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>Special needs<\/h3>\n<p>Participants may be asked to do homework during the week.[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Languages<\/h3>\n<p>Training: English<br \/>\nMaterial: English[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Location<\/h3>\n<p>HEC Montr\u00e9al<\/p>\n<p><a href=\"https:\/\/www.google.com\/maps\/place\/HEC+Montr%C3%A9al+-+%C3%89difice+Decelles\/@45.4976578,-73.6206304,17z\/data=!3m1!4b1!4m5!3m4!1s0x4cc919f174e371c7:0x6465656266d61ee1!8m2!3d45.4976541!4d-73.6184364\" target=\"_blank\" rel=\"noopener noreferrer\">\u00c9difice Decelles<\/a><br \/>\n5255 Avenue Decelles, Montr\u00e9al, QC H3T 2B1[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Registration<\/h3>\n<p>Professionals&nbsp;: 1500&nbsp;$<br \/>\nProfessors&nbsp;: 750&nbsp;$<br \/>\nStudents and postdocs&nbsp;: 500&nbsp;$<\/p>\n<p><em>*The prices include lunch and coffee breaks every day.<\/em>[\/vc_column_text][vc_column_text css_animation=&#8221;fadeInRight&#8221;]<\/p>\n<h3>Organizers<\/h3>\n<ul>\n<li><a href=\"http:\/\/www.khomh.net\/\" target=\"_blank\" rel=\"noopener noreferrer\">Foutse Khomh<\/a>, Software engineering for machine learning applications (SEMLA) Polytechnique Montr\u00e9al<\/li>\n<li><a href=\"https:\/\/vieux.ivado.ca\/en\/about-us\/team\/\" target=\"_blank\" rel=\"noopener noreferrer\">Nathalie Sanon<\/a>, IVADO<\/li>\n<\/ul>\n<p>Contact&nbsp;: <a href=\"mailto:formations@ivado.ca\" target=\"_blank\" rel=\"noopener noreferrer\">formations@ivado.ca<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17134 size-medium\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-300x63.png\" alt=\"\" width=\"300\" height=\"63\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-300x63.png 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-1024x215.png 1024w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-768x161.png 768w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-1536x322.png 1536w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-2048x430.png 2048w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-400x84.png 400w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-700x147.png 700w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Logo-semla-120x25.png 120w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>[\/vc_column_text][vc_empty_space height=&#8221;0px&#8221; el_id=&#8221;kikicode&#8221;]<div class=\" ubtn-ctn-center display-none\"><a class=\"ubtn-link ult-adjust-bottom-margin ubtn-center ubtn-normal display-none\" href=\"https:\/\/www.eventbrite.ca\/e\/software-engineering-for-machine-learning-apps-from-code-to-production-tickets-84613963643\" target=\"_blank\" rel=\"noopener\" ><button type=\"button\" id=\"ubtn-5472\"  class=\"ubtn ult-adjust-bottom-margin ult-responsive ubtn-normal ubtn-no-hover-bg  none  ubtn-sep-icon ubtn-sep-icon-left-push  ubtn-center   tooltip-69dc4606d3062\"  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-5472'  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:#ffffff;\"><\/i><\/span><span class=\"ubtn-hover\" style=\"background-color:\"><\/span><span class=\"ubtn-data ubtn-text \" >Registration<\/span><\/button><\/a><\/div>[vc_column_text css_animation=&#8221;fadeInRight&#8221;]Notice to parents who wish to attend this workshop! We are collaborating with Kikicode as part of the IVADO Data &#8211; Break Workshops to offer you the opportunity to register your children for a code and robotics workshop specially designed for the youngest (8 to 14 years old). This workshop will take place at the same address and at the same time as this event. Go to the Kikicode website for more information and the registration procedure: <a href=\"https:\/\/www.kikicode.ca\/inscription-camps?lang=en\" target=\"_blank\" rel=\"noopener noreferrer\">click here<\/a><\/p>\n<p><a href=\"https:\/\/www.kikicode.ca\/inscription-camps?lang=en\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-17194\" src=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-300x243.png\" alt=\"\" width=\"200\" height=\"162\" srcset=\"https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-300x243.png 300w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-1024x830.png 1024w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-768x623.png 768w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-370x300.png 370w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-493x400.png 493w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale-120x97.png 120w, https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/12\/Kikicode-affiche-finale.png 1332w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/a>[\/vc_column_text][\/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; css_animation=&#8221;none&#8221; custom_color=&#8221;#ff671f&#8221; css=&#8221;.vc_custom_1554299243581{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;\">Speakers<\/h3>\n<p>[\/vc_column_text][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1580479913171{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/08\/Foutse-Khomh-e1565608385547.jpg?id=15440) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/khomh\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Foutse Khomh<\/strong><\/a><br \/>\nAssociate Professor<br \/>\nPolytechnique<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574883360762{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/antoniol.jpg?id=16909) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/giuliano-antoniol-a729b15\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Giuliano Antoniol\u00a0<\/strong><\/a><br \/>\nFull Professor<br \/>\nPolytechnique<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574884348189{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/LeiMa.jpg?id=16926) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/malei.xyz\/\" target=\"_blank\" rel=\"noopener noreferrer\">Lei Ma<\/a><br \/>\n<\/strong>Assistant Professor<br \/>\nKyushu University<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574883379177{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/sophie-watson.jpg?id=16911) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"http:\/\/linkedin.com\/in\/sophwats\" target=\"_blank\" rel=\"noopener noreferrer\">Sophie Watson<\/a><\/strong><br \/>\nSenior Data Scientist<br \/>\nRed Hat<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574883219667{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/benton.jpg?id=16913) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/linkedin.com\/in\/willbenton\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>William Benton<\/strong><\/a><br \/>\nSenior Senior Software Engineer<br \/>\nRed Hat<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574883523305{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/adams.jpg?id=16917) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/bramadams\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Bram Adams<\/strong><\/a><br \/>\nAssociate Professor<br \/>\nPolytechnique<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574884565597{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Jinghui-Cheng.jpg?id=16931) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.linkedin.com\/in\/jinghuicheng\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Jinghui Cheng\u00a0<\/strong><\/a><br \/>\nAssistant Professor<br \/>\nPolytechnique<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;0px&#8221; el_class=&#8221;padding-120&#8243; css=&#8221;.vc_custom_1574884528796{background-image: url(https:\/\/vieux.ivado.ca\/wp-content\/uploads\/2019\/11\/Marios-Fokaefs.jpg?id=16929) !important;}&#8221;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text css_animation=&#8221;fadeInUp&#8221;]<\/p>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/www.linkedin.com\/in\/marios-fokaefs-6639947b\/\" target=\"_blank\" rel=\"noopener noreferrer\">Marios-Eleftherios Fokaefs<\/a><\/strong><br \/>\nAssistant Professor<br \/>\nPolytechnique Montr\u00e9al<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_empty_space height=&#8221;15px&#8221;][\/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_column][\/vc_row][vc_row css_animation=&#8221;none&#8221; el_class=&#8221;orange ferme&#8221; css=&#8221;.vc_custom_1554317805323{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_tta_tabs][vc_tta_section title=&#8221;Monday&#8221; tab_id=&#8221;lundi&#8221;][vc_empty_space][vc_column_text]<strong>09h:00 &#8211; 10h20AM: Session 1<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Software Engineering Challenges of Machine Learning Applications<\/p>\n<p style=\"padding-left: 40px;\">Foutse Khomh<\/p>\n<p><strong>10:20 &#8211; 10:40AM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>10:40 &#8211; 12:00AM: Session 2<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Designing Usable Machine Learning-based Applications<\/p>\n<p style=\"padding-left: 40px;\">Jinghui Cheng<\/p>\n<p><strong>12:00 &#8211; 01:00PM: Lunch with the participants of the other workshops<\/strong><\/p>\n<p><strong>01:00 &#8211; 02:20PM: Session 3<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Applications Design<\/p>\n<p style=\"padding-left: 40px;\">Jinghui Cheng<\/p>\n<p><strong>02:20 &#8211; 02:40PM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>02:40 &#8211; 04:00PM: Session 4<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Software Design Patterns for Machine Learning-based Applications<\/p>\n<p style=\"padding-left: 40px;\">Foutse Khomh<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Tuesday&#8221; tab_id=&#8221;mardi&#8221;][vc_empty_space][vc_column_text]<strong>09h:00 &#8211; 10h20AM: Session 1<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Introduction to Software Testing<\/p>\n<p style=\"padding-left: 40px;\">Giuliano Antoniol<\/p>\n<p><strong>10:20 &#8211; 10:40AM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>10:40 &#8211; 12:00AM: Session 2<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Testing Self-learning Software Programs<\/p>\n<p style=\"padding-left: 40px;\">Lei Ma and Foutse Khomh<\/p>\n<p><strong>12:00 &#8211; 01:00PM: Lunch with the participants of the other workshops<\/strong><\/p>\n<p><strong>01:00 &#8211; 02:20PM: Session 3<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Testing Deep Learning Systems<\/p>\n<p style=\"padding-left: 40px;\">Giuliano Antoniol, Lei Ma, Foutse Khomh, and Houssem Ben Braiek<\/p>\n<p><strong>02:20 &#8211; 02:40PM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>02:40 &#8211; 04:00PM: Session 4<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Testing Deep Learning Systems<\/p>\n<p style=\"padding-left: 40px;\">Giuliano Antoniol, Lei Ma, Foutse Khomh, and Houssem Ben Braiek<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Wednesday&#8221; tab_id=&#8221;mercredi&#8221;][vc_empty_space][vc_column_text]<strong>09h:00 &#8211; 10h20AM: Session 1<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Testing Stateful Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Lei Ma<\/p>\n<p><strong>10:20 &#8211; 10:40AM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>10:40 &#8211; 12:00AM: Session 2<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Testing Stateful Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Lei Ma<\/p>\n<p><strong>12:00 &#8211; 01:00PM: Lunch with the participants of the other workshops<\/strong><\/p>\n<p><strong>01:00 &#8211; 02:20PM: Session 3<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Testing Stateful Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Giuliano Antoniol, Lei Ma, Foutse Khomh, and Houssem Ben Braiek<\/p>\n<p><strong>02:20 &#8211; 02:40PM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>02:40 &#8211; 04:00PM: Session 4<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Testing Stateful Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Giuliano Antoniol, Lei Ma, Foutse Khomh, and Houssem Ben Braiek<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Thursday&#8221; tab_id=&#8221;jeudi&#8221;][vc_empty_space][vc_column_text]<strong>09h:00 &#8211; 10h20AM: Session 1<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Deploying Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Bram Adams<\/p>\n<p><strong>10:20 &#8211; 10:40AM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>10:40 &#8211; 12:00AM: Session 2<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Deploying Machine Learning-based Software Systems<\/p>\n<p style=\"padding-left: 40px;\">Marios-Eleftherios Fokaefs<\/p>\n<p><strong>12:00 &#8211; 01:00PM: Lunch with the participants of the other workshops<\/strong><\/p>\n<p><strong>01:00 &#8211; 02:20PM: Session 3<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Applications Deployments<\/p>\n<p style=\"padding-left: 40px;\">Bram Adams and Marios-Eleftherios Fokaefs<\/p>\n<p><strong>02:20 &#8211; 02:40PM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>02:40 &#8211; 04:00PM: Session 4<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Applications Deployments<\/p>\n<p style=\"padding-left: 40px;\">Bram Adams and Marios-Eleftherios Fokaefs<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;Friday&#8221; tab_id=&#8221;vendredi&#8221;][vc_empty_space][vc_column_text]<strong>09h:00 &#8211; 10h20AM: Session 1<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Deploying Machine Learning Pipelines with Containers<\/p>\n<p style=\"padding-left: 40px;\">William Benton and Sophie Watson<\/p>\n<p><strong>10:20 &#8211; 10:40AM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>10:40 &#8211; 12:00AM: Session 2<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Deploying Machine Learning Pipelines with Containers<\/p>\n<p style=\"padding-left: 40px;\">William Benton and Sophie Watson<\/p>\n<p><strong>12:00 &#8211; 01:00PM: Lunch with the participants of the other workshops<\/strong><\/p>\n<p><strong>01:00 &#8211; 02:20PM: Session 3<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Deploying Machine Learning Pipelines with Containers<\/p>\n<p style=\"padding-left: 40px;\">William Benton and Sophie Watson<\/p>\n<p><strong>02:20 &#8211; 02:40PM: Break with the participants of the other workshops<\/strong><\/p>\n<p><strong>02:40 &#8211; 04:00PM: Session 4<\/strong><\/p>\n<p style=\"padding-left: 40px;\">Hands-on Session on Deploying Machine Learning Pipelines with Containers<\/p>\n<p style=\"padding-left: 40px;\">William Benton and Sophie Watson<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text][\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;10px&#8221;][vc_column_text] March 2-6, 2020 | MONTR\u00c9AL [\/vc_column_text][vc_empty_space][\/vc_column][vc_column width=&#8221;1\/3&#8243;][vc_empty_space][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; 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