{"id":2,"date":"2021-04-14T12:01:17","date_gmt":"2021-04-14T12:01:41","guid":{"rendered":"https:\/\/www.ebi.ac.uk\/training\/materials\/template\/?page_id=2"},"modified":"2023-01-10T16:18:22","modified_gmt":"2023-01-10T16:18:22","slug":"course-content","status":"publish","type":"page","link":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/course-content\/","title":{"rendered":"Course content"},"content":{"rendered":"\n<p>These materials were part of the live &#8216;Single-Cell RNA-seq Analysis using R&#8217; Course which happened in October 2022. Please refer to the <a href=\"https:\/\/www.ebi.ac.uk\/training\/events\/single-cell-rna-seq-analysis-using-r-2022\/\" target=\"_blank\" rel=\"noreferrer noopener\">course page and programme<\/a> to check details about this live event and the original programme.<\/p>\n\n\n\n<p>The content table below outlines the different sessions that were included in the course, as well as the format of the materials (slides\/videos\/practicals) and each session\u2019s trainer. Either proceed through the materials using the arrows at the end of each page or pick your topic of interest from the table below to skip straight to it.<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"25\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" width=\"28\">&nbsp;Presentation slides \u2013&nbsp; View or download the slides<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"24\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\" width=\"30\">&nbsp;Recorded lectures \u2013 Watch the lecture videos&nbsp;<\/p>\n\n\n\n<p><img loading=\"lazy\" decoding=\"async\" height=\"24\" width=\"26\" alt=\"\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\">&nbsp;Practicals \u2013 View or download the slides, exercises, datasets, analysis scripts and results<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Format<\/strong><\/td><td><strong>Subject<\/strong><\/td><td><strong>Trainer<\/strong><\/td><\/tr><tr><td><\/td><td><strong><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/planning-the-experiment-2\/\">Planning the experiment<\/a><\/strong><\/td><td><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/planning-the-experiment-2\/single-cell-rna-seq-introduction-and-experimental-design\/\">Keynote: Cellular heterogeneity in liver and drivers of disease<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Tallulah Andrews<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/planning-the-experiment-2\/experimental-design\/\" data-type=\"URL\">Experimental design<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Tallulah Andrews<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/planning-the-experiment-2\/droplet-based-library-generation-overview-2\/\" data-type=\"URL\">Droplet-based library generation overview<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Wendi Bacon<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/planning-the-experiment-2\/pipeline-overview\/\" data-type=\"URL\">Pipeline overview<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Wendi Bacon<\/a><\/td><\/tr><tr><td><\/td><td><strong><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/\" data-type=\"URL\">Processing data<\/a><\/strong><\/td><td><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/getting-set-up-infrastructure-terms\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/getting-set-up-infrastructure-terms\/\">Getting set up: infrastructure terms<\/a><\/td><td><meta charset=\"utf-8\"><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Iguaracy Pinheiro de Sousa and\u00a0Daniel O&#8217;Hanlon<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/raw-reads-to-expression-matrix\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/raw-reads-to-expression-matrix\/\">Raw reads to expression matrix<\/a><\/td><td><meta charset=\"utf-8\"><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Iguaracy Pinheiro de Sousa and\u00a0Daniel O&#8217;Hanlon<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/cell-atlases-interpretation\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/processing-data\/cell-atlases-interpretation\/\">Cell atlases &amp; interpretation<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Nancy George and Enrique Sapena<\/a><\/td><\/tr><tr><td><\/td><td><strong><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/\">Analysing data<\/a><\/strong><\/td><td><\/td><\/tr><tr><td><meta charset=\"utf-8\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/designing-your-analysis\/\" data-type=\"URL\">Designing your analysis<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Tallulah Andrews<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/pre-processing-and-dimensionality-reduction\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/pre-processing-and-dimensionality-reduction\/\">Pre-processing and dimensionality reduction<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Anna-Maria Cujba and Alsu Missarova<\/a><\/td><\/tr><tr><td><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Videos.png\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/from-umap-to-annotation\/\" data-type=\"URL\" data-id=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/from-umap-to-annotation\/\">From UMAP to annotation<\/a><\/td><td><meta charset=\"utf-8\"><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Anna-Maria Cujba and Alsu Missarova<\/a><\/td><\/tr><tr><td><meta charset=\"utf-8\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/Slides.png\" alt=\"\"><img decoding=\"async\" src=\"http:\/\/wwwdev.ebi.ac.uk\/training\/materials\/cancer-genomics-2021\/wp-content\/uploads\/sites\/6\/2021\/07\/practicals.png\" alt=\"\"><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/analysing-data\/online-tools-and-follow-up\/\">Online tools and follow-up<\/a><\/td><td><a href=\"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/trainers-biographies\/\">Elo Madissoon<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>These materials were part of the live &#8216;Single-Cell RNA-seq Analysis using R&#8217; Course which happened in October 2022. Please refer to the course page and programme to check details about this live event and the original programme. The content table below outlines the different sessions that were included in the course, as well as the&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":23,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":831,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/pages\/2\/revisions\/831"}],"wp:attachment":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-r\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}