{"id":2993,"date":"2024-12-17T14:32:33","date_gmt":"2024-12-17T14:32:33","guid":{"rendered":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-phyton-handbook-2025\/?page_id=2993"},"modified":"2025-02-19T14:10:09","modified_gmt":"2025-02-19T14:10:09","slug":"batch-correction-and-data-set-integration","status":"publish","type":"page","link":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/programme-2\/day-3\/batch-correction-and-data-set-integration\/","title":{"rendered":"Feature Selection, Dimensionality Reduction, and Data Integration \u2014 Practicals"},"content":{"rendered":"\n<p><strong>Wednesday 18 February 2025<\/strong><\/p>\n\n\n\n<p><strong>Trainer:<\/strong>&nbsp;Yuyao Song<\/p>\n\n\n\n<p><strong>Overview:<\/strong>&nbsp;In this session, you will learn about the principal of batch correction and data integration, what are the differences between them, how to perform them using popular algorithms, as well as getting some practical advise.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Materials<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Presentation slides<\/li>\n\n\n\n<li><a href=\"https:\/\/embl-ebi.cloud.panopto.eu\/Panopto\/Pages\/Viewer.aspx?id=3d3835a8-eae3-41b9-96ea-b28900d295fe\" target=\"_blank\" rel=\"noreferrer noopener\">Recorded session<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Wednesday 18 February 2025 Trainer:&nbsp;Yuyao Song Overview:&nbsp;In this session, you will learn about the principal of batch correction and data integration, what are the differences between them, how to perform them using popular algorithms, as well as getting some practical advise. Materials<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":14,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2993","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/pages\/2993","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/comments?post=2993"}],"version-history":[{"count":5,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/pages\/2993\/revisions"}],"predecessor-version":[{"id":3375,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/pages\/2993\/revisions\/3375"}],"up":[{"embeddable":true,"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/pages\/14"}],"wp:attachment":[{"href":"https:\/\/www.ebi.ac.uk\/training\/materials\/single-cell-rna-seq-analysis-using-python-handbook-2025\/wp-json\/wp\/v2\/media?parent=2993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}