{"id":1107,"date":"2025-03-13T16:04:52","date_gmt":"2025-03-13T14:04:52","guid":{"rendered":"https:\/\/sites.uef.fi\/bioinformatics\/?page_id=1107"},"modified":"2025-09-23T11:50:01","modified_gmt":"2025-09-23T09:50:01","slug":"training-materials","status":"publish","type":"page","link":"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/","title":{"rendered":"Training Materials"},"content":{"rendered":"\n<p>Our Training Materials section offers resources to help researchers and students self-learn and enhance their bioinformatics skills. We also encourage you to browse the <a href=\"https:\/\/opas.peppi.uef.fi\/fi\/index?period=2024-2025\">UEF Peppi<\/a> for related content, as well as the training courses provided by the <a href=\"https:\/\/csc.fi\/en\/trainings\/\">IT Center for Science<\/a> (CSC). <\/p>\n\n\n\n<p>Below, you&#8217;ll find a curated list of free online tutorials and training courses covering essential tools, pipelines, and programming languages used in bioinformatics. Additionally, we&#8217;ve included some recommended books on statistics and video tutorials about our computing environment.<\/p>\n\n\n\t<div id=\"accordion-block_6c20286d04c7d1939c05119de0dbeb8a\" class=\"accordions\">\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-6330\" aria-expanded=\"false\" id=\"accordion-control-6330\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tUEF Computing Environment\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-6330\" aria-hidden=\"true\" id=\"content-6330\">\n\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1214\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/infra-300x159.png\" alt=\"\" width=\"219\" height=\"116\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/infra-300x159.png 300w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/infra.png 632w\" sizes=\"auto, (max-width: 219px) 100vw, 219px\" \/><\/p>\n<p>Take a look at our computing environment and how to use it:<\/p>\n<p><strong>Introduction to Kudos<\/strong> (uefad required)<\/p>\n<ul>\n<li><a href=\"https:\/\/uef.cloud.panopto.eu\/Panopto\/Pages\/Viewer.aspx?id=102819ce-2124-4842-949b-b27a00e03a44\">https:\/\/uef.cloud.panopto.eu\/Panopto\/Pages\/Viewer.aspx?id=102819ce-2124-4842-949b-b27a00e03a44<\/a><\/li>\n<\/ul>\n<p><strong>Miscellaneous videos on Nextflow, Linux, and Jupyter <\/strong>(uefad required)<\/p>\n<ul>\n<li><a href=\"https:\/\/uef.cloud.panopto.eu\/Panopto\/Pages\/Sessions\/List.aspx#folderID=%22858cca70-2995-4d23-ab4f-afda008a9ab1%22\">https:\/\/uef.cloud.panopto.eu\/Panopto\/Pages\/Sessions\/List.aspx#folderID=%22858cca70-2995-4d23-ab4f-afda008a9ab1%22<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-8247\" aria-expanded=\"false\" id=\"accordion-control-8247\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tR-programming\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-8247\" aria-hidden=\"true\" id=\"content-8247\">\n\t\t\t\t\t<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1188 aligncenter\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-300x233.png\" alt=\"\" width=\"106\" height=\"83\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-300x233.png 300w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-1024x794.png 1024w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-768x595.png 768w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-1536x1190.png 1536w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/R_logo.svg_-2048x1587.png 2048w\" sizes=\"auto, (max-width: 106px) 100vw, 106px\" \/><\/strong><\/p>\n<p><strong>R<\/strong> is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS (<a href=\"https:\/\/www.r-project.org\/\">1<\/a>).<\/p>\n<p><strong>R official website<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.r-project.org\/\">https:\/\/www.r-project.org\/<\/a><\/li>\n<\/ul>\n<p><strong>R-studio<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/posit.co\/download\/rstudio-desktop\/\">https:\/\/posit.co\/download\/rstudio-desktop\/<\/a><\/li>\n<\/ul>\n<p><strong>R for Data Science (2. edition)<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/r4ds.hadley.nz\/\">https:\/\/r4ds.hadley.nz\/<\/a><\/li>\n<\/ul>\n<p><strong>Hands-On Programming with R<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/rstudio-education.github.io\/hopr\/\">https:\/\/rstudio-education.github.io\/hopr\/<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-5165\" aria-expanded=\"false\" id=\"accordion-control-5165\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tPython-programming\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-5165\" aria-hidden=\"true\" id=\"content-5165\">\n\t\t\t\t\t<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1191 aligncenter\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Python-logo-notext.svg_-273x300.png\" alt=\"\" width=\"98\" height=\"108\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Python-logo-notext.svg_-273x300.png 273w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Python-logo-notext.svg_-933x1024.png 933w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Python-logo-notext.svg_-768x843.png 768w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Python-logo-notext.svg_.png 1200w\" sizes=\"auto, (max-width: 98px) 100vw, 98px\" \/><\/strong><\/p>\n<p><strong>Python<\/strong> is a high-level, general-purpose programming language. It&#8217;s design philosophy emphasizes code readability with the use of significant indentation (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Python_(programming_language)\">2<\/a>).<\/p>\n<p><strong>Python official website<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/docs.python.org\/3\/tutorial\/index.html\">https:\/\/docs.python.org\/3\/tutorial\/index.html<\/a><\/li>\n<\/ul>\n<p><strong>Software Carpentry Python tutorial<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/swcarpentry.github.io\/python-novice-inflammation\/index.html\">https:\/\/swcarpentry.github.io\/python-novice-inflammation\/index.html<\/a><\/li>\n<\/ul>\n<p><strong>Jupyter Notebook<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/docs.jupyter.org\/en\/latest\/index.html\">https:\/\/docs.jupyter.org\/en\/latest\/index.html<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-9243\" aria-expanded=\"false\" id=\"accordion-control-9243\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tBash &amp; Unix Shell\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-9243\" aria-hidden=\"true\" id=\"content-9243\">\n\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1195 aligncenter\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Bash_Logo_black_and_white_icon_only.svg_-262x300.png\" alt=\"\" width=\"116\" height=\"133\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Bash_Logo_black_and_white_icon_only.svg_-262x300.png 262w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/Bash_Logo_black_and_white_icon_only.svg_.png 672w\" sizes=\"auto, (max-width: 116px) 100vw, 116px\" \/><\/p>\n<p><strong>Bash<\/strong> is an interactive command interpreter and command programming language developed for UNIX-like operating systems (<a href=\"https:\/\/en.wikipedia.org\/wiki\/Bash_(Unix_shell)\">3<\/a>).<\/p>\n<p><strong>The Bash guide<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/guide.bash.academy\/\">https:\/\/guide.bash.academy\/<\/a><\/li>\n<\/ul>\n<p><strong>The Unix Shell<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/swcarpentry.github.io\/shell-novice\/reference.html\">https:\/\/swcarpentry.github.io\/shell-novice\/reference.html<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-5368\" aria-expanded=\"false\" id=\"accordion-control-5368\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tStatistics\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-5368\" aria-hidden=\"true\" id=\"content-5368\">\n\t\t\t\t\t<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1197\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/stats-300x60.png\" alt=\"\" width=\"260\" height=\"52\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/stats-300x60.png 300w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/stats-768x153.png 768w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/stats-992x201.png 992w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/stats.png 1008w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/strong><\/p>\n<p>Here are some helpful books about basic and advanced statistics:<\/p>\n<p><strong>Statistical Thinking for the 21st Century<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/statsthinking21.github.io\/statsthinking21-core-site\/index.html\">https:\/\/statsthinking21.github.io\/statsthinking21-core-site\/index.html<\/a><\/li>\n<\/ul>\n<p><strong>Modern Statistics for Modern Biology<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/web.stanford.edu\/class\/bios221\/book\/\">https:\/\/web.stanford.edu\/class\/bios221\/book\/<\/a><\/li>\n<\/ul>\n<p><strong>Modern Statistics with R<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.modernstatisticswithr.com\/\">https:\/\/www.modernstatisticswithr.com\/<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-1520\" aria-expanded=\"false\" id=\"accordion-control-1520\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tOnline Training Courses\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-1520\" aria-hidden=\"true\" id=\"content-1520\">\n\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1204\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/opiskelu-300x160.png\" alt=\"\" width=\"219\" height=\"117\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/opiskelu-300x160.png 300w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/opiskelu.png 705w\" sizes=\"auto, (max-width: 219px) 100vw, 219px\" \/><\/p>\n<p>The internet offers a plethora of free and valuable courses on various topics. Here are the ones we have selected:<\/p>\n<p><strong>Intr<\/strong><strong style=\"font-size: 1rem\">oduction to Computational Biomedicine and Machine Learning<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/oercompbiomed\/CBM101\">https:\/\/github.com\/oercompbiomed\/CBM101<\/a><\/li>\n<\/ul>\n<p><strong>Biomedical Data Science<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/genomicsclass.github.io\/book\/\">https:\/\/genomicsclass.github.io\/book\/<\/a><\/li>\n<\/ul>\n<p><strong>DIY Transcriptomics &#8211; RNA-seq training course<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/diytranscriptomics.com\/\">https:\/\/diytranscriptomics.com\/<\/a><\/li>\n<\/ul>\n<p><strong>GWAS Training Course<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.mv.helsinki.fi\/home\/mjxpirin\/GWAS_course\/\">https:\/\/www.mv.helsinki.fi\/home\/mjxpirin\/GWAS_course\/<\/a><\/li>\n<\/ul>\n<p><strong>Computational Genomics with R<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/compgenomr.github.io\/book\/index.html\">https:\/\/compgenomr.github.io\/book\/index.html<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"accordion accordion-js\">\n\t\t\t\t<button class=\"accordion__button\" aria-controls=\"content-3611\" aria-expanded=\"false\" id=\"accordion-control-3611\">\n\t\t\t\t\t<h3 class=\"accordion__heading\" >\n\t\t\t\t\t\tTools for Bioinformatics\t\t\t\t\t<\/h3>\n\t\t\t\t<\/button>\n\t\t\t\t<div class=\"accordion__content\" role=\"region\" aria-labelledby=\"accordion-control-3611\" aria-hidden=\"true\" id=\"content-3611\">\n\t\t\t\t\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1212\" src=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/tools-1-300x238.png\" alt=\"\" width=\"209\" height=\"166\" srcset=\"https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/tools-1-300x238.png 300w, https:\/\/sites.uef.fi\/bioinformatics\/wp-content\/uploads\/sites\/425\/2025\/03\/tools-1.png 513w\" sizes=\"auto, (max-width: 209px) 100vw, 209px\" \/><\/p>\n<p>Here is a list of some commonly used bioinformatics tools:<\/p>\n<p><strong>Nextflow Pipeline Manager &amp; NF-core pipelines<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.nextflow.io\/\">https:\/\/www.nextflow.io\/<\/a><\/li>\n<li><a href=\"https:\/\/nf-co.re\/\">https:\/\/nf-co.re\/<\/a><\/li>\n<\/ul>\n<p><strong>Genome Analysis Toolkit (GATK)<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/gatk.broadinstitute.org\/hc\/en-us\">https:\/\/gatk.broadinstitute.org\/hc\/en-us<\/a><\/li>\n<\/ul>\n<p><strong>Bioconductor<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/www.bioconductor.org\/\">https:\/\/www.bioconductor.org\/<\/a><\/li>\n<\/ul>\n<p><strong>Galaxy<\/strong><\/p>\n<ul>\n<li><a href=\"https:\/\/training.galaxyproject.org\/\">https:\/\/training.galaxyproject.org\/<\/a><\/li>\n<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t","protected":false},"excerpt":{"rendered":"<p>Our Training Materials section offers resources to help researchers and students self-learn and enhance their bioinformatics skills. We also encourage you to browse the UEF Peppi for related content, as well as the training courses provided by the IT Center for Science (CSC). Below, you&#8217;ll find a curated list of free online tutorials and training [&hellip;]<\/p>\n","protected":false},"author":1072,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1107","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Training Materials - UEF Bioinformatics Center<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Training Materials - UEF Bioinformatics Center\" \/>\n<meta property=\"og:description\" content=\"Our Training Materials section offers resources to help researchers and students self-learn and enhance their bioinformatics skills. We also encourage you to browse the UEF Peppi for related content, as well as the training courses provided by the IT Center for Science (CSC). Below, you&#8217;ll find a curated list of free online tutorials and training [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/\" \/>\n<meta property=\"og:site_name\" content=\"UEF Bioinformatics Center\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-23T09:50:01+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/\",\"url\":\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/\",\"name\":\"Training Materials - UEF Bioinformatics Center\",\"isPartOf\":{\"@id\":\"https:\/\/sites.uef.fi\/bioinformatics\/#website\"},\"datePublished\":\"2025-03-13T14:04:52+00:00\",\"dateModified\":\"2025-09-23T09:50:01+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.uef.fi\/bioinformatics\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Training Materials\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.uef.fi\/bioinformatics\/#website\",\"url\":\"https:\/\/sites.uef.fi\/bioinformatics\/\",\"name\":\"UEF Bioinformatics Center\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.uef.fi\/bioinformatics\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Training Materials - UEF Bioinformatics Center","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sites.uef.fi\/bioinformatics\/training-materials\/","og_locale":"en_US","og_type":"article","og_title":"Training Materials - UEF Bioinformatics Center","og_description":"Our Training Materials section offers resources to help researchers and students self-learn and enhance their bioinformatics skills. 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