{"id":390,"date":"2026-01-06T14:51:52","date_gmt":"2026-01-06T12:51:52","guid":{"rendered":"https:\/\/sisu.ut.ee\/sysage\/?page_id=390"},"modified":"2026-01-16T10:37:03","modified_gmt":"2026-01-16T08:37:03","slug":"r-workshop-exploring-the-variability-of-the-immune-responses","status":"publish","type":"page","link":"https:\/\/sisu.ut.ee\/sysage\/r-workshop-exploring-the-variability-of-the-immune-responses\/","title":{"rendered":"IMMUNOLOGY DATA WORKSHOP"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1414\" height=\"316\" src=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Courses_title.png\" alt=\"\" class=\"wp-image-384\" srcset=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Courses_title.png 1414w, https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Courses_title-300x67.png 300w, https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Courses_title-1024x229.png 1024w, https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Courses_title-768x172.png 768w\" sizes=\"auto, (max-width: 1414px) 100vw, 1414px\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">IMMUNOLOGY DATA WORKSHOP<\/h2>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<p>This page collects the lecture slides from the Immunology Data workshop, held at the University of Tartu from 17-20.06.2025, The course was led by experts from Institut Pasteur. The course was targeted at early career researchers to help them improve their immunology data analysis skills in R programming language. During the course participants got to learn about Data wrangling, visualization, PCA (Principal Cluster Analysis) &amp; Clustering, Statistical tests and linear models. In addition there were lectures covering real life application of these principals in the Milieu Interior study cohort.<\/p>\n\n\n\n<p>The resources below follow the structure of the course programme and can be used for preparation, revision or as references for your own projects on aging.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>By: Vincent Rouilly<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_Intro_20250617.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of TARTU_R_Workshop_Intro_20250617.\"><\/object><a id=\"wp-block-file--media-3ac334db-e006-455a-a949-ff1c593aaae5\" href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_Intro_20250617.pdf\">TARTU_R_Workshop_Intro_20250617<\/a><a href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_Intro_20250617.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-3ac334db-e006-455a-a949-ff1c593aaae5\">Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Milieu Interieur: 15 years of studying immune variability<\/h2>\n\n\n\n<p>By Darragh Duffy<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Tartu_workshop_June_2025pptx.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Tartu_workshop_June_2025pptx.\"><\/object><a id=\"wp-block-file--media-e809962c-f459-46c9-85af-ec09749665ae\" href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Tartu_workshop_June_2025pptx.pdf\">Tartu_workshop_June_2025pptx<\/a><a href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/Tartu_workshop_June_2025pptx.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-e809962c-f459-46c9-85af-ec09749665ae\">Download<\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Data Wrangling<\/h2>\n\n\n\n<p>By Vincent Rouilly<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_DataWrangling_20250617.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of TARTU_R_Workshop_DataWrangling_20250617.\"><\/object><a id=\"wp-block-file--media-a99aacae-d3ee-4a61-b80f-f32b5a1cfa63\" href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_DataWrangling_20250617.pdf\">TARTU_R_Workshop_DataWrangling_20250617<\/a><a href=\"https:\/\/sisu.ut.ee\/wp-content\/uploads\/sites\/784\/TARTU_R_Workshop_DataWrangling_20250617.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-a99aacae-d3ee-4a61-b80f-f32b5a1cfa63\">Download<\/a><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>IMMUNOLOGY DATA WORKSHOP This page collects the lecture slides from the Immunology Data workshop, held at the University of Tartu from 17-20.06.2025, The course was led by experts from Institut Pasteur. The course was targeted at early career researchers to &#8230;<\/p>\n","protected":false},"author":605,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-390","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/pages\/390","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/users\/605"}],"replies":[{"embeddable":true,"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/comments?post=390"}],"version-history":[{"count":6,"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/pages\/390\/revisions"}],"predecessor-version":[{"id":401,"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/pages\/390\/revisions\/401"}],"wp:attachment":[{"href":"https:\/\/sisu.ut.ee\/sysage\/wp-json\/wp\/v2\/media?parent=390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}