{"id":987,"date":"2026-06-22T12:40:53","date_gmt":"2026-06-22T06:40:53","guid":{"rendered":"http:\/\/tutor-lms-demo.com\/courses\/data-science-foundations\/"},"modified":"2026-06-22T12:40:53","modified_gmt":"2026-06-22T06:40:53","slug":"data-science-foundations","status":"publish","type":"courses","link":"https:\/\/www.cecilewinand.be\/accueil\/cours\/data-science-foundations\/","title":{"rendered":"Data Science Foundations"},"content":{"rendered":"<p>Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.<\/p>\n","protected":false},"author":1,"featured_media":988,"template":"","course-category":[],"course-tag":[],"class_list":["post-987","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Science Foundations - C\u00e9cile Winand<\/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:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science Foundations - C\u00e9cile Winand\" \/>\n<meta property=\"og:description\" content=\"Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/\" \/>\n<meta property=\"og:site_name\" content=\"C\u00e9cile Winand\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/winandcecile\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/\",\"url\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/\",\"name\":\"Data Science Foundations - C\u00e9cile Winand\",\"isPartOf\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp\",\"datePublished\":\"2026-06-22T06:40:53+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage\",\"url\":\"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp\",\"contentUrl\":\"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/www.cecilewinand.be\/accueil\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cours\",\"item\":\"https:\/\/www.cecilewinand.be\/accueil\/cours\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Science Foundations\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#website\",\"url\":\"https:\/\/www.cecilewinand.be\/accueil\/\",\"name\":\"C\u00e9cile Winand\",\"description\":\"C\u00e9cile Winand - Psychoth\u00e9rapeute\",\"publisher\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/da1a54179d795bad53b5adb1e4c8867e\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.cecilewinand.be\/accueil\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/da1a54179d795bad53b5adb1e4c8867e\",\"name\":\"cecile.winand\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2021\/08\/logo.jpg\",\"contentUrl\":\"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2021\/08\/logo.jpg\",\"width\":180,\"height\":177,\"caption\":\"cecile.winand\"},\"logo\":{\"@id\":\"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/image\/\"},\"sameAs\":[\"https:\/\/www.cecilewinand.be\",\"https:\/\/www.facebook.com\/winandcecile\",\"https:\/\/www.instagram.com\/cecile.winand\/\",\"https:\/\/www.linkedin.com\/in\/ccile-winand-661aa967\/\",\"https:\/\/www.youtube.com\/channel\/UCFQ38v4hIsKHZQsa9fLKv6g\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Science Foundations - C\u00e9cile Winand","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:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/","og_locale":"fr_FR","og_type":"article","og_title":"Data Science Foundations - C\u00e9cile Winand","og_description":"Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.","og_url":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/","og_site_name":"C\u00e9cile Winand","article_publisher":"https:\/\/www.facebook.com\/winandcecile","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/","url":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/","name":"Data Science Foundations - C\u00e9cile Winand","isPartOf":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage"},"image":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage"},"thumbnailUrl":"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp","datePublished":"2026-06-22T06:40:53+00:00","breadcrumb":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#primaryimage","url":"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp","contentUrl":"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2026\/06\/data-science-foundations-thumbnail.webp","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/www.cecilewinand.be\/accueil\/courses\/data-science-foundations\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.cecilewinand.be\/accueil\/"},{"@type":"ListItem","position":2,"name":"Cours","item":"https:\/\/www.cecilewinand.be\/accueil\/cours\/"},{"@type":"ListItem","position":3,"name":"Data Science Foundations"}]},{"@type":"WebSite","@id":"https:\/\/www.cecilewinand.be\/accueil\/#website","url":"https:\/\/www.cecilewinand.be\/accueil\/","name":"C\u00e9cile Winand","description":"C\u00e9cile Winand - Psychoth\u00e9rapeute","publisher":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/da1a54179d795bad53b5adb1e4c8867e"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.cecilewinand.be\/accueil\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":["Person","Organization"],"@id":"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/da1a54179d795bad53b5adb1e4c8867e","name":"cecile.winand","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/image\/","url":"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2021\/08\/logo.jpg","contentUrl":"https:\/\/www.cecilewinand.be\/wp-content\/uploads\/2021\/08\/logo.jpg","width":180,"height":177,"caption":"cecile.winand"},"logo":{"@id":"https:\/\/www.cecilewinand.be\/accueil\/#\/schema\/person\/image\/"},"sameAs":["https:\/\/www.cecilewinand.be","https:\/\/www.facebook.com\/winandcecile","https:\/\/www.instagram.com\/cecile.winand\/","https:\/\/www.linkedin.com\/in\/ccile-winand-661aa967\/","https:\/\/www.youtube.com\/channel\/UCFQ38v4hIsKHZQsa9fLKv6g"]}]}},"_links":{"self":[{"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/courses\/987","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/users\/1"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/media\/988"}],"wp:attachment":[{"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/media?parent=987"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/course-category?post=987"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/www.cecilewinand.be\/accueil\/wp-json\/wp\/v2\/course-tag?post=987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}