{"id":209204,"date":"2022-07-31T07:30:00","date_gmt":"2022-07-31T07:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=209204"},"modified":"2023-10-29T17:30:47","modified_gmt":"2023-10-29T17:30:47","slug":"formation-scratch","status":"publish","type":"post","link":"https:\/\/datascientest.com\/formation-scratch","title":{"rendered":"Formation Scratch : comment apprendre \u00e0 coder en s&rsquo;amusant ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"209204\" class=\"elementor elementor-209204\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c96ffc7 e-flex e-con-boxed e-con\" data-id=\"c96ffc7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5386d6b elementor-widget elementor-widget-heading\" data-id=\"5386d6b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\"><p>\u00c0 l\u2019\u00e8re du num\u00e9rique, la programmation est devenue une comp\u00e9tence essentielle dans une large vari\u00e9t\u00e9 de domaines. On l\u2019utilise pour le d\u00e9veloppement d\u2019applications, pour la cr\u00e9ation de sites web, mais aussi pour l\u2019automatisation de processus informatiques. Elle joue aussi un r\u00f4le essentiel dans l\u2019intelligence artificielle : une technologie qui occupe une place de plus en plus importante en entreprise suite \u00e0 l\u2019apparition des outils d\u2019IA g\u00e9n\u00e9rative comme ChatGPT.<\/p><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57201fe elementor-widget elementor-widget-text-editor\" data-id=\"57201fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">De m\u00eame, <strong>la programmation est utilis\u00e9e en Data Science<\/strong> pour collecter, nettoyer, transformer, analyser et visualiser les donn\u00e9es en grande quantit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 l\u2019aide d\u2019un langage comme Python, il est possible de <strong>cr\u00e9er des programmes<\/strong> pour effectuer des calculs complexes, appliquer des algorithmes statistiques et extraire des informations pr\u00e9cieuses \u00e0 partir des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Dans le but de permettre \u00e0 tout un chacun d\u2019acqu\u00e9rir cette pr\u00e9cieuse expertise, le MIT Media Lab a cr\u00e9\u00e9 une plateforme d\u2019apprentissage ludique et interactive : <a href=\"https:\/\/datascientest.com\/scratch-langage-tout-savoir\">Scratch<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a1b4240 e-flex e-con-boxed e-con\" data-id=\"a1b4240\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-615c613 elementor-widget elementor-widget-heading\" data-id=\"615c613\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce que Scratch ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75d5aa5 elementor-widget elementor-widget-text-editor\" data-id=\"75d5aa5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">C\u2019est en 2003, dans le but d\u2019encourager les jeunes \u00e0 s\u2019initier \u00e0 la programmation, que Scratch a \u00e9t\u00e9 cr\u00e9\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019id\u00e9e \u00e9tait claire : rendre cette discipline plus <strong>accessible et amusante pour les d\u00e9butants<\/strong> gr\u00e2ce \u00e0 une approche visuelle et intuitive.<\/span><\/p><p><span style=\"font-weight: 400;\">Plut\u00f4t que d\u2019\u00e9crire du code complexe, les utilisateurs peuvent <strong>programmer en assemblant des blocs de commandes graphiques<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Tr\u00e8s rapidement, <strong>Scratch est devenu tr\u00e8s populaire dans les \u00e9coles<\/strong>, les biblioth\u00e8ques et les communaut\u00e9s d\u2019apprentissage en ligne.<\/span><\/p><p><span style=\"font-weight: 400;\">D\u00e8s le plus jeune \u00e2ge, les d\u00e9butants peuvent suivre une <strong>formation Scratch<\/strong> pour apprendre \u00e0 cr\u00e9er des jeux, des animations, des histoires interactives et bien d\u2019autres types de projets.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b36552f e-flex e-con-boxed e-con\" data-id=\"b36552f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97375ca elementor-widget elementor-widget-heading\" data-id=\"97375ca\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment \u00e7a marche ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e15b65 elementor-widget elementor-widget-text-editor\" data-id=\"8e15b65\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La programmation sur Scratch repose principalement sur des <strong>blocs de programmation<\/strong>, repr\u00e9sentant diff\u00e9rentes commandes et actions.<\/span><\/p><p><span style=\"font-weight: 400;\">En combinant ces blocs, il est possible de <strong>cr\u00e9er des s\u00e9quences d\u2019instruction et des interactions<\/strong>. Les actions peuvent aussi \u00eatre r\u00e9p\u00e9t\u00e9es \u00e0 l\u2019aide de boucles.<\/span><\/p><p><span style=\"font-weight: 400;\">Les utilisateurs d\u00e9couvriront aussi comment <strong>d\u00e9clencher des actions en r\u00e9ponse \u00e0 des \u00e9v\u00e9nements sp\u00e9cifiques<\/strong>, tels que ces clics de souris ou des pressions de touche.<\/span><\/p><p><span style=\"font-weight: 400;\">Ils apprendront \u00e9galement \u00e0 d\u00e9clarer, utiliser et <strong>modifier des variables pour stocker des informations et effectuer des calculs<\/strong>. Les op\u00e9rateurs permettent quant \u00e0 eux d\u2019effectuer des op\u00e9rations math\u00e9matiques et logiques.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, les listes et tableaux sont des structures de donn\u00e9es tr\u00e8s utiles pour stocker des collections d\u2019\u00e9l\u00e9ments. Tous ces diff\u00e9rents \u00e9l\u00e9ments sont essentiels en programmation.<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019aller plus loin, il est aussi possible d\u2019interagir avec des capteurs et des appareils externes. Par exemple, les micro:bit et les LEGO Mindstorms peuvent \u00eatre contr\u00f4l\u00e9s via Scratch.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b68133d elementor-widget elementor-widget-image\" data-id=\"b68133d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-3.jpg\" class=\"attachment-full size-full wp-image-209277\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f3e0ce elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"8f3e0ce\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-09422b2 e-flex e-con-boxed e-con\" data-id=\"09422b2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb32e61 elementor-widget elementor-widget-heading\" data-id=\"bb32e61\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quels sont les avantages de Scratch ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c334e77 elementor-widget elementor-widget-text-editor\" data-id=\"c334e77\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pour toute personne souhaitant d\u00e9couvrir la programmation, <strong>Scratch offre de nombreux avantages<\/strong>. Il s\u2019agit d\u2019une plateforme accessible aux personnes de tous \u00e2ges et de tout niveau.<\/span><\/p><p><span style=\"font-weight: 400;\">M\u00eame les enfants peuvent s\u2019initier facilement gr\u00e2ce \u00e0 l\u2019<strong>interface conviviale<\/strong>. De plus l\u2019apprentissage devient une exp\u00e9rience ludique avec la possibilit\u00e9 de cr\u00e9er des jeux interactifs.<\/span><\/p><p><span style=\"font-weight: 400;\">C\u2019est aussi un tr\u00e8s bon moyen de d\u00e9velopper sa cr\u00e9ativit\u00e9, car <strong>Scratch encourage les apprenants \u00e0 s\u2019exprimer gr\u00e2ce \u00e0 une multitude d\u2019outils<\/strong> permettant de concevoir des projets uniques.<\/span><\/p><p><span style=\"font-weight: 400;\">Il est possible de personnaliser tous les \u00e9l\u00e9ments, tels que les personnages et les d\u00e9cors ou m\u00eame les effets sonores.<\/span><\/p><p><span style=\"font-weight: 400;\">Sans m\u00eame s\u2019en rendre compte, les utilisateurs pourront <strong>assimiler les concepts fondamentaux de la programmation<\/strong> : s\u00e9quences, boucles, conditions, variables\u2026<\/span><\/p><p><span style=\"font-weight: 400;\">Or, <strong>ces notions essentielles peuvent ensuite \u00eatre transf\u00e9r\u00e9es \u00e0 tous les langages<\/strong>. C\u2019est donc une introduction id\u00e9ale pour acqu\u00e9rir des bases solides, avant de poursuivre avec une formation plus pouss\u00e9e.<\/span><\/p><p><span style=\"font-weight: 400;\">Un autre point fort majeur de Scratch est sa vaste communaut\u00e9 d\u2019utilisateurs tr\u00e8s actifs, pr\u00eats \u00e0 partager leurs projets, leurs conseils ou m\u00eame \u00e0 collaborer.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5fe63eb e-flex e-con-boxed e-con\" data-id=\"5fe63eb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-537eab7 elementor-widget elementor-widget-heading\" data-id=\"537eab7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pourquoi suivre une formation Scratch ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5328942 elementor-widget elementor-widget-text-editor\" data-id=\"5328942\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La principale caract\u00e9ristique de Scratch \u00e9tant l\u2019accessibilit\u00e9, il est tout \u00e0 fait <strong>possible d\u2019utiliser cette plateforme pour apprendre en autodidacte<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, il existe aussi des formations d\u00e9di\u00e9es permettant de se laisser guider. Un tel cursus propose d\u2019apprendre \u00e0 programmer avec Scratch, \u00e0 <strong>ma\u00eetriser la notion d\u2019algorithme<\/strong>, \u00e0 d\u00e9couvrir l\u2019histoire de l\u2019informatique, mais aussi \u00e0 animer soi-m\u00eame des ateliers d\u2019initiation.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, vous trouverez de nombreuses ressources sur le site officiel de Scratch. Ceci inclut des tutoriels, des guides et des exemples de projet.<\/span><\/p><p><span style=\"font-weight: 400;\">On compte aussi de nombreux <strong>tutoriels vid\u00e9o sur YouTube<\/strong>, permettant de profiter d\u2019instructions visuelles d\u00e9taill\u00e9es \u00e9tape par \u00e9tape.<\/span><\/p><p><span style=\"font-weight: 400;\">Les forums et autres communaut\u00e9s Scratch sont \u00e9galement <strong>l\u2019endroit id\u00e9al pour obtenir de l\u2019aide et des conseils de programmeurs exp\u00e9riment\u00e9s<\/strong>. Vous pouvez aussi participer \u00e0 des ateliers et autres \u00e9v\u00e9nements organis\u00e9s dans votre r\u00e9gion.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb3368d elementor-widget elementor-widget-image\" data-id=\"eb3368d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-1.png\" class=\"attachment-full size-full wp-image-209265\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-1.png 900w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-1-300x167.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-1-768x427.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f633b67 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"f633b67\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus sur nos formations en Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-db735ce e-flex e-con-boxed e-con\" data-id=\"db735ce\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8287b65 elementor-widget elementor-widget-heading\" data-id=\"8287b65\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Scratch et la Data Science<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1acf9db elementor-widget elementor-widget-text-editor\" data-id=\"1acf9db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Bien que Scratch soit principalement con\u00e7u pour apprendre les <strong>principes de base de programmation<\/strong>, elle peut aussi servir \u00e0 l\u2019apprentissage de la Data Science.<\/span><\/p><p><span style=\"font-weight: 400;\">Il existe des formations en ligne combinant Scratch avec des <strong>fonctionnalit\u00e9s de Data Science<\/strong> simplifi\u00e9es. Certaines versions de la plateforme int\u00e8grent des blocs sp\u00e9cifiques \u00e0 la manipulation de donn\u00e9es, tels que le tri et le filtrage.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces blocs peuvent servir \u00e0 <strong>collecter des donn\u00e9es \u00e0 partir de diff\u00e9rentes sources<\/strong> comme les fichiers CSV, les capteurs ou les services web et les importer dans un projet.<\/span><\/p><p><span style=\"font-weight: 400;\">Ils peuvent aussi servir \u00e0 <strong>trier et filtrer les donn\u00e9es<\/strong> en fonction de crit\u00e8res sp\u00e9cifiques, comme une liste de nombre organis\u00e9e par ordre croissant ou une liste de noms commen\u00e7ant par une certaine lettre.<\/span><\/p><p><span style=\"font-weight: 400;\">Les blocs de calculs statistiques permettent quant \u00e0 eux de <strong>calculer la moyenne, la m\u00e9diane, l\u2019\u00e9cart-type et d\u2019autres mesures<\/strong> \u00e0 partir des donn\u00e9es \u00e0 disposition.<\/span><\/p><p><span style=\"font-weight: 400;\">De m\u00eame, les blocs de visualisation sont utilis\u00e9s pour <strong>cr\u00e9er des graphiques bas\u00e9s sur les donn\u00e9es<\/strong>. Diff\u00e9rents types de diagrammes sont propos\u00e9s.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces fonctionnalit\u00e9s additionnelles permettent aux utilisateurs de <strong>d\u00e9couvrir les concepts fondamentaux de la science de donn\u00e9es<\/strong> tout en restant dans l\u2019environnement familier et hospitalier de Scratch.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, apr\u00e8s avoir bien saisi les concepts de base gr\u00e2ce \u00e0 Scratch, il est pr\u00e9f\u00e9rable d\u2019apprendre \u00e0 manier des langages de programmation plus avanc\u00e9s et des outils d\u00e9di\u00e9s \u00e0 la Data Science comme <a href=\"https:\/\/datascientest.com\/programmer-en-python\">Python<\/a>, <a href=\"https:\/\/datascientest.com\/langage-r-tout-savoir\">R<\/a>, <a href=\"https:\/\/datascientest.com\/tableau-outil-de-business-intelligence\">Tableau<\/a> ou <a href=\"https:\/\/datascientest.com\/jupyter-notebook-tout-savoir\">Jupyter Notebook<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8360e16 e-flex e-con-boxed e-con\" data-id=\"8360e16\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61a034d elementor-widget elementor-widget-heading\" data-id=\"61a034d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion : la formation Scratch, une initiation accessible \u00e0 la Data Science<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5951ee elementor-widget elementor-widget-text-editor\" data-id=\"b5951ee\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Que vous souhaitiez cr\u00e9er des jeux, des applications, des animations ou m\u00eame apprendre \u00e0 analyser des donn\u00e9es, Scratch constitue un excellent point de d\u00e9part pour <strong>d\u00e9velopper vos comp\u00e9tences de mani\u00e8re ludique et cr\u00e9ative<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019<strong>apprendre la Data Science avec Scratch <\/strong>ou m\u00eame d\u2019aller plus loin dans la <strong>ma\u00eetrise d\u2019outils comme Python,<\/strong> <a href=\"https:\/\/datascientest.com\/sql-tout-savoir\">SQL<\/a> <strong>ou<\/strong> <a href=\"https:\/\/datascientest.com\/power-bi\">Power BI<\/a>, vous pouvez <strong>choisir DataScientest<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">Nos formations \u00e0 distance permettent d\u2019apprendre par la pratique, et d\u2019acqu\u00e9rir les comp\u00e9tences indispensables pour <a href=\"https:\/\/datascientest.com\/quels-sont-les-metiers-de-la-data-les-mieux-payes-en-2023\">devenir Data Analyst, Data Scientist ou m\u00eame Data Engineer<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Tous nos cursus se composent de plusieurs cursus d\u00e9di\u00e9s \u00e0 la <a href=\"https:\/\/datascientest.com\/la-programmation-nouvelle-epreuve-obligatoire-au-bac-2020\">programmation<\/a>, la <a href=\"https:\/\/datascientest.com\/dataviz-best-practice-webinar-n1\">DataViz<\/a>, l\u2019<strong>ing\u00e9nierie de donn\u00e9es<\/strong>, le <a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">Machine Learning<\/a> ou la <a href=\"https:\/\/datascientest.com\/business-intelligence\">Business Intelligence<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">En fin de parcours, vous pourrez obtenir une certification d\u00e9livr\u00e9e par <strong>Mines ParisTech PSL Executive Education<\/strong> ou par nos partenaires cloud <a href=\"https:\/\/datascientest.com\/amazon-web-services-tout-savoir\">AWS<\/a> et <a href=\"https:\/\/datascientest.com\/tout-savoir-sur-microsoft-azure\">Azure<\/a>. <strong>D\u00e9couvrez vite DataScientest !<\/strong><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad41320 elementor-widget elementor-widget-image\" data-id=\"ad41320\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"540\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/07\/formation-scratch-2.jpg\" class=\"attachment-full size-full wp-image-209269\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dff3a4 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9dff3a4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Data Science<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b041f02 elementor-widget elementor-widget-text-editor\" data-id=\"b041f02\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Vous savez tout sur la formation Scratch. Pour plus d\u2019informations sur le m\u00eame sujet, d\u00e9couvrez <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">notre dossier complet sur le langage Python<\/a> et <a href=\"https:\/\/datascientest.com\/data-science-definition\">notre dossier sur les bases de la Data Science<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00c0 l\u2019\u00e8re du num\u00e9rique, la programmation est devenue une comp\u00e9tence essentielle dans une large vari\u00e9t\u00e9 de domaines. On l\u2019utilise pour le d\u00e9veloppement d\u2019applications, pour la cr\u00e9ation de sites web, mais aussi pour l\u2019automatisation de processus informatiques. Elle joue aussi un r\u00f4le essentiel dans l\u2019intelligence artificielle : une technologie qui occupe une place de plus en [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":220744,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Formation Scratch : comment apprendre \u00e0 coder en s&#039;amusant ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez tout ce que vous voulez savoir sur Scratch, cette plateforme d\u2019apprentissage ludique et interactive de programmation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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