{"id":180,"date":"2021-12-09T15:27:16","date_gmt":"2021-12-09T14:27:16","guid":{"rendered":"https:\/\/wp.unil.ch\/tml\/?page_id=180"},"modified":"2024-09-10T22:38:38","modified_gmt":"2024-09-10T20:38:38","slug":"teaching","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/tml\/teaching\/","title":{"rendered":"Teaching"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Courses<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">PhD courses<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"ml4biomed\">Hands-on introduction to machine learning for biomedical data<\/h4>\n\n\n\n<p>UNIL Faculty of Biology and Medicine doctoral school inverted classroom course. Also open to Lemanic Neuroscience Doctoral School students, depending on session (check with your doctoral school coordinator). <a href=\"https:\/\/gitlab.com\/translationalml\/teaching\/ml4biomed\" target=\"_blank\" rel=\"noreferrer noopener\">Gitlab with all notebooks (Python)<\/a>. <a href=\"https:\/\/applicationspub.unil.ch\/interpub\/noauth\/php\/Ud\/ficheCours.php?v_enstyid=83524&amp;v_ueid=299&amp;v_etapeid1=13357&amp;v_langue=fr&amp;v_isinterne=\">Course details and registration<\/a>. <a href=\"https:\/\/wp.unil.ch\/tml\/files\/2022\/06\/doubleDippingDemo.zip\">Double-dipping demo<\/a> (Matlab). <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Hands-on introduction to deep learning for biomedical data<\/h4>\n\n\n\n<p>Upcoming UNIL Faculty of Biology and Medicine doctoral school inverted classroom course. Reach out if you&#8217;d like to beta-test the new notebooks when they are ready.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Bachelor courses<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"https:\/\/applicationspub.unil.ch\/interpub\/noauth\/php\/Ud\/ficheCours.php?v_ueid=284&amp;v_semposselected=-1&amp;v_langue=en&amp;v_isinterne=&amp;v_enstyid=92747\">Introduction to image analysis<\/a><\/h4>\n\n\n\n<p>Part of the University of Lausanne Bachelor in Biology, Modelling in Biology and Bioinformatics module. <a href=\"https:\/\/github.com\/TranslationalML\/course-image-analysis\">Course Github repo<\/a> with all Python notebooks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Vocational Training<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">AI for radiologists<\/h4>\n\n\n\n<p>Introductory class on AI for radiologists, currently restricted to CHUV. Taught jointly with senior radiologist <a href=\"https:\/\/www.chuv.ch\/fr\/rad\/rad-home\/le-service-en-bref\/nos-collaborateurs\/medecins-cadres\/dr-p-omoumi\">Prof. Patrick Omoumi<\/a>. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Master Student Projects<\/h2>\n\n\n\n<p>We always have interesting Master research projects (MSc \/ MMed) on machine learning, statistics, and deep learning. These are easy to arrange if you are at EPFL or UNIL, and we&#8217;ll find a way if you&#8217;re not &#8211; please reach out.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Workshops &amp; summer schools<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Summer School on Graphical models for the characterisation of information flow in complex networks<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.gipsa-lab.fr\/summerschool\/GMIneuro\/\" target=\"_blank\" rel=\"noreferrer noopener\">INPG\/INRIA\/CNRS GMINeuro summer school<\/a> &#8211; educational code for <a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/jonasRichiardi\/edu_mlbraingraphs\" target=\"_blank\">baseline brain graph classification<\/a> (Matlab).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Courses PhD courses Hands-on introduction to machine learning for biomedical data UNIL Faculty of Biology and Medicine doctoral school inverted classroom course. Also open to Lemanic Neuroscience Doctoral&hellip;<\/p>\n","protected":false},"author":1002285,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"class_list":["post-180","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/pages\/180","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/users\/1002285"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/comments?post=180"}],"version-history":[{"count":5,"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/pages\/180\/revisions"}],"predecessor-version":[{"id":630,"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/pages\/180\/revisions\/630"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/tml\/wp-json\/wp\/v2\/media?parent=180"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}