{"id":63476,"date":"2022-11-24T08:57:35","date_gmt":"2022-11-24T08:57:35","guid":{"rendered":"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/?post_type=vf_event&#038;p=63476"},"modified":"2022-11-24T08:57:38","modified_gmt":"2022-11-24T08:57:38","slug":"dtc19-01","status":"publish","type":"vf_event","link":"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/events\/dtc19-01\/","title":{"rendered":"Exploratory Analysis of Biological Data: Data Carpentry"},"content":{"rendered":"\n<div class=\"vf-tabs\"><ul class=\"vf-tabs__list\" data-vf-js-tabs=\"true\"><li class=\"vf-tabs__item\"><a class=\"vf-tabs__link\" href=\"#vf-tabs__section-53de8397-0f08-449c-b4a4-0fdca47249f2\" data-vf-js-location-nearest-activation-target=\"\">Overview<\/a><\/li><li class=\"vf-tabs__item\"><a class=\"vf-tabs__link\" href=\"#vf-tabs__section-311a4dae-4712-45c4-bb7c-83f569003b70\" data-vf-js-location-nearest-activation-target=\"\">Speakers<\/a><\/li><li class=\"vf-tabs__item\"><a class=\"vf-tabs__link\" href=\"#vf-tabs__section-88113a31-4a51-4c85-a47e-d124b3842495\" data-vf-js-location-nearest-activation-target=\"\">Programme<\/a><\/li><\/ul><div class=\"vf-tabs-content\" data-vf-js-tabs-content=\"true\">\n<section class=\"vf-tabs__section\" id=\"vf-tabs__section-53de8397-0f08-449c-b4a4-0fdca47249f2\"><h2 class=\"vf-u-sr-only\">Overview<\/h2>\n<h2 class=\"wp-block-heading\"><strong>Course Overview<\/strong><\/h2>\n\n\n\n<p>The missing step between data collection and research progress is a lack of training for researchers in crucial skills for effectively managing and analysing large amounts of data. This hands-on workshop teaches researchers the fundamental data skills they need to conduct their work, and provides high-quality, domain-specific training covering the full lifecycle of data-driven research. The domain-specific approach allows participants to tailor the data, content, and tools to reflect the specific data and analysis needs of different areas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Audience<\/strong><\/h2>\n\n\n\n<p>The course is aimed at graduate students and other researchers in the life sciences who would like to learn good practices in data management and analysis. The course is ideally suited to students without prior experience in computational research, but some familiarity with working with tabular data on a computer is welcome.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Modules\/Resources<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Data organisation and cleaning<\/li><li>Introduction to R<\/li><li>Data analysis and visualisation in R<\/li><li>Interacting with databases from R<\/li><li>Data analysis with applications to genomics<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Learning Outcomes<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>How to organise data and some practices for more effective data handling<\/li><li>To effectively clean and format data and automatically track any changes<\/li><li>To use&nbsp;<em>R<\/em>&nbsp;to handle, filter and summarise tabular data<\/li><li>To use the split-apply-combine concept for data analysis<\/li><li>To visualise the results of these analyses in&nbsp;<em>R<\/em>&nbsp;using the&nbsp;<em>ggplot2<\/em>&nbsp;library<\/li><li>To apply all of the concepts in an exploratory analysis of a typical biological dataset<\/li><\/ul>\n<\/section>\n\n\n\n<section class=\"vf-tabs__section\" id=\"vf-tabs__section-311a4dae-4712-45c4-bb7c-83f569003b70\"><h2 class=\"vf-u-sr-only\">Speakers<\/h2>\n<h2 class=\"wp-block-heading\">Speaker and Trainer<\/h2>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/Huber_Florian.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Florian Huber            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                EMBL Heidelberg            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Germany            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/Tavares_Hugo.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Hugo Tavares            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Sainsbury Laboratory, University of Cambridge            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                United Kingdom            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/Van-Rossum_Thea.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Thea Van Rossum            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                EMBL Heidelberg            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Germany            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/Zeller_Georg-1.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Georg Zeller            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                EMBL Heidelberg            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Germany            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Scientific Organisers<\/h2>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/Hodges_Toby.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Toby Hodges            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                EMBL Heidelberg            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Germany            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Course Organisers<\/h2>\n\n\n\n<div class=\"embl-grid\"><div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<article class=\"vf-profile vf-profile--very-easy vf-profile--medium vf-profile--block | vf-u-margin__bottom--400\">\n\n    <img decoding=\"async\" width=\"115\" height=\"135\" src=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/heck_maryann-5.jpg\" class=\"vf-profile__image\" alt=\"\" loading=\"lazy\" itemprop=\"image\" \/>\n    <h3 class=\"vf-profile__title\" style=\"text-align: center;\">\n                    Maryann Heck            <\/h3>\n    \n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                EMBL Heidelberg            <\/p>\n                <p class=\"vf-profile__text\" style=\"text-align: center;\">\n                Germany            <\/p>\n    \n    \n      \n\n    \n<\/article>\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n\n\n<div class=\"\"><!--[vf\/content]-->\n<div class=\"vf-content\">\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/section>\n\n\n\n<section class=\"vf-tabs__section\" id=\"vf-tabs__section-88113a31-4a51-4c85-a47e-d124b3842495\"><h2>Programme<\/h2>\n<p id=\"block-1984fb46-4b9e-4350-bb7b-3decc4627750\"><\/p>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-70acd355-2e5d-4204-a2ec-b65b022c689a\" href=\"https:\/\/www.embl.org\/about\/info\/course-and-conference-office\/wp-content\/uploads\/EMBL-Course-Exploratory-Analysis-of-Biological-Data_-Data-Carpentry-Programme.pdf\">EMBL-Course-Exploratory-Analysis-of-Biological-Data_-Data-Carpentry-Programme<\/a><\/div>\n\n\n\n<p><\/p>\n<\/section>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"parent":0,"menu_order":0,"template":"","embl_taxonomy":[],"class_list":["post-63476","vf_event","type-vf_event","status-publish","hentry"],"acf":[],"embl_taxonomy_terms":[],"vf_event_start_date":{"value":"20190129","formatted":"29 January 2019"},"vf_event_end_date":{"value":"20190131","formatted":"31 January 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"},"vf_event_start_time":{"value":"","formatted":""},"vf_event_end_time":{"value":"","formatted":""},"vf_event_location":{"value":["67"],"formatted":["EMBL Heidelberg"]},"vf_event_time_zone":{"value":"europe\/berlin","formatted":"Europe\/Berlin"},"vf_event_ss_subtype":{"value":null,"formatted":null},"vf_event_embo_subtype":{"value":"","formatted":""},"vf_event_featured":{"value":"0","formatted":false},"vf_event_organisers_listing":{"value":"","formatted":""},"vf_event_displayed":{"value":"EMBL Course","formatted":"EMBL 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