{"id":2142,"date":"2025-02-22T17:49:27","date_gmt":"2025-02-22T15:49:27","guid":{"rendered":"https:\/\/sites.uef.fi\/learning-analytics\/?page_id=2142"},"modified":"2025-02-22T18:07:08","modified_gmt":"2025-02-22T16:07:08","slug":"books","status":"publish","type":"page","link":"https:\/\/sites.uef.fi\/learning-analytics\/books\/","title":{"rendered":"Our books"},"content":{"rendered":"\n<p>The lack of resources and methodological guidance on learning analytics has been a problem ever since the field started, and continues to be a problem today. We thought that the arduous journey in learning analytics should not be endured by everyone and we decided to make that resource with the help of the learning analytics community as well as our collaborators.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><a href=\"https:\/\/lamethods.org\">https:\/\/lamethods.org<\/a><\/strong><\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n    <div class=\"funders grid\">\n                        <a href=\"https:\/\/lamethods.org\/book1\/\" class=\"funders__link grid__item hover-scale-down\" title=\"\">\n                            <div class=\"funders__image\">\n                    <img decoding=\"async\" src=\"https:\/\/sites.uef.fi\/learning-analytics\/wp-content\/uploads\/sites\/444\/2025\/02\/1712067211600-1.jpeg\" alt=\"LA methods\" \/>\n                <\/div>\n                                                    <div class=\"funders__arrow\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" height=\"25px\" viewBox=\"0 -960 960 960\" width=\"24px\" ><path fill=\"currentColor\" d=\"M200-120q-33 0-56.5-23.5T120-200v-560q0-33 23.5-56.5T200-840h280v80H200v560h560v-280h80v280q0 33-23.5 56.5T760-120H200Zm188-212-56-56 372-372H560v-80h280v280h-80v-144L388-332Z\"\/><\/svg>                    <\/div>\n                <\/a>\n                            \n                        <a href=\"https:\/\/lamethods.org\/book2\" class=\"funders__link grid__item hover-scale-down\" title=\"\">\n                            <div class=\"funders__image\">\n                    <img decoding=\"async\" src=\"https:\/\/sites.uef.fi\/learning-analytics\/wp-content\/uploads\/sites\/444\/2025\/02\/cover2-2.jpg\" alt=\"Advanced Learning Analytics Methods\" \/>\n                <\/div>\n                                                    <div class=\"funders__arrow\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" height=\"25px\" viewBox=\"0 -960 960 960\" width=\"24px\" ><path fill=\"currentColor\" d=\"M200-120q-33 0-56.5-23.5T120-200v-560q0-33 23.5-56.5T200-840h280v80H200v560h560v-280h80v280q0 33-23.5 56.5T760-120H200Zm188-212-56-56 372-372H560v-80h280v280h-80v-144L388-332Z\"\/><\/svg>                    <\/div>\n                <\/a>\n                            \n            <\/div>\n\n\n\n<h1 class=\"wp-block-heading\">           <\/h1>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Learning Analytics Methods and Tutorials<\/h3>\n\n\n\n<p>Our first book includes all the basics of R  programming and basic operations such as data cleaning, statistics, visualisation and data manipulation. It aims to help newcomers enter the learning analytics field while covering major methodologies comprehensively. Each method starts by introducing the fundamental concepts and techniques,before progressing to advanced innovations.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Authored by world-renowned researchers<\/li>\n\n\n\n<li>Step-by-step tutorials with practical examples<\/li>\n\n\n\n<li>Comprehensive R code implementations<\/li>\n\n\n\n<li>Real-world educational datasets<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Advanced Learning Analytics Methods: AI, Precision and Complexity<\/h3>\n\n\n\n<p>Our new book builds upon the foundational methods introduced in the previous volume, adapting to the rapid advancements in artificial intelligence and complexity science. It provides researchers with cutting-edge methodologies at the intersection of learning analytics, AI, and complexity science, presenting novel techniques and their applications in education research.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Advanced AI applications in education<\/li>\n\n\n\n<li>Complex systems analysis techniques<\/li>\n\n\n\n<li>Precision learning analytics<\/li>\n\n\n\n<li>Cutting-edge research methods<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The lack of resources and methodological guidance on learning analytics has been a problem ever since the field started, and continues to be a problem today. We thought that the arduous journey in learning analytics should not be endured by everyone and we decided to make that resource with the help of the learning analytics [&hellip;]<\/p>\n","protected":false},"author":1045,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2142","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>Our books - Learning Analytics Unit<\/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\/learning-analytics\/books\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Our books - Learning Analytics Unit\" \/>\n<meta property=\"og:description\" content=\"The lack of resources and methodological guidance on learning analytics has been a problem ever since the field started, and continues to be a problem today. We thought that the arduous journey in learning analytics should not be endured by everyone and we decided to make that resource with the help of the learning analytics [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.uef.fi\/learning-analytics\/books\/\" \/>\n<meta property=\"og:site_name\" content=\"Learning Analytics Unit\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-22T16:07:08+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\/learning-analytics\/books\/\",\"url\":\"https:\/\/sites.uef.fi\/learning-analytics\/books\/\",\"name\":\"Our books - Learning Analytics Unit\",\"isPartOf\":{\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/#website\"},\"datePublished\":\"2025-02-22T15:49:27+00:00\",\"dateModified\":\"2025-02-22T16:07:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/books\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.uef.fi\/learning-analytics\/books\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/books\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.uef.fi\/learning-analytics\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Our books\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.uef.fi\/learning-analytics\/#website\",\"url\":\"https:\/\/sites.uef.fi\/learning-analytics\/\",\"name\":\"Learning Analytics Unit\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.uef.fi\/learning-analytics\/?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":"Our books - Learning Analytics Unit","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\/learning-analytics\/books\/","og_locale":"en_US","og_type":"article","og_title":"Our books - Learning Analytics Unit","og_description":"The lack of resources and methodological guidance on learning analytics has been a problem ever since the field started, and continues to be a problem today. 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