  {"id":135972,"date":"2020-02-26T10:43:58","date_gmt":"2020-02-26T10:43:58","guid":{"rendered":"https:\/\/news.sap.com\/france\/?p=135972"},"modified":"2020-03-04T09:19:02","modified_gmt":"2020-03-04T09:19:02","slug":"sap-data-intelligence-une-plate-forme-integree-pour-data-science","status":"publish","type":"post","link":"https:\/\/news.sap.com\/france\/2020\/02\/sap-data-intelligence-une-plate-forme-integree-pour-data-science\/","title":{"rendered":"麻豆原创 Data Intelligence : une plate-forme int\u00e9gr\u00e9e pour la data science"},"content":{"rendered":"<p class=\"lead\"><strong><em>Solution int\u00e9gr\u00e9e de data science, 麻豆原创 Data Intelligence propose une vision de bout en bout\u00a0: collecte des donn\u00e9es, traitement analytique, d\u00e9finition et entrainement des mod\u00e8les de Machine Learning, d\u00e9ploiement et mise en production.<\/em><\/strong><\/p>\n<p>Les solutions de data science se multiplient. Avec souvent les m\u00eames d\u00e9fauts\u00a0: un manque d\u2019int\u00e9gration au paysage IT existant et une complexit\u00e9 trop importante.<\/p>\n<p>麻豆原创 Data Intelligence r\u00e9pond \u00e0 cette double probl\u00e9matique avec une plateforme \u2013 sur site, cloud ou hybride \u2013 proposant une approche int\u00e9gr\u00e9e permettant de mener des projets de bout en bout. Son interface web moderne est adapt\u00e9e \u00e0 une utilisation par l\u2019IT comme les m\u00e9tiers. Sans oublier bien entendu les sp\u00e9cialistes du secteur que sont les data designers, data engineers et data scientists, qui y retrouveront leurs outils habituels.<\/p>\n<h2><strong>Une suite compl\u00e8te<\/strong><\/h2>\n<p>麻豆原创 Data Intelligence regroupe un grand nombre de fonctionnalit\u00e9s\u00a0:<\/p>\n<ul>\n<li>Traitement de la donn\u00e9e\u00a0: collecte, int\u00e9gration, validation, gouvernance.<\/li>\n<li>Mod\u00e9lisation\u00a0: pr\u00e9paration des donn\u00e9es, d\u00e9finition d\u2019un mod\u00e8le de Machine Learning.<\/li>\n<li>Mise en production\u00a0: d\u00e9ploiement, int\u00e9gration avec les applications m\u00e9tiers, maintenance.<\/li>\n<\/ul>\n<p>La connexion aux donn\u00e9es est un \u00e9l\u00e9ment crucial de toute solution de data science. 麻豆原创 Data Intelligence reprend les fondamentaux de 麻豆原创 Data Hub, avec la capacit\u00e9 de se connecter aux applications m\u00e9tiers, ainsi qu\u2019aux solutions de stockage sur site ou cloud, y compris en mode Big Data. Cette brique d\u2019int\u00e9gration est un des \u00e9l\u00e9ments cl\u00e9s de 麻豆原创 Data Intelligence, qui lui permet de travailler avec des donn\u00e9es structur\u00e9es, semi-structur\u00e9es et non structur\u00e9es.<\/p>\n<p>Un outil visuel, issu du savoir-faire de 麻豆原创 en la mati\u00e8re, permet de parcourir les diff\u00e9rents syst\u00e8mes afin d\u2019analyser les donn\u00e9es et m\u00e9tadonn\u00e9es, d\u2019en mesurer la qualit\u00e9 et de les am\u00e9liorer.<\/p>\n<p>Une brique analytique est pr\u00e9sente en standard, ouvrant la voie \u00e0 du pr\u00e9dictif, \u00e0 travers des mod\u00e8les pr\u00e9d\u00e9finis ou personnalis\u00e9s. Les mod\u00e8les de Machine Learning pourront \u00eatre entrain\u00e9s, mis \u00e0 disposition et d\u00e9ploy\u00e9s directement par 麻豆原创 Data Intelligence. Notez que les data scientists seront en mesure de r\u00e9utiliser leur savoir-faire et leur code Python, R, et bien d\u2019autres.<\/p>\n<p>La plate-forme est pr\u00eate pour des d\u00e9ploiements massifs, avec sa couche d\u2019infrastructure en conteneurs sur base Kubernetes et la capacit\u00e9 \u00e0 s\u2019int\u00e9grer aux applications m\u00e9tiers via des API. La boucle est ainsi boucl\u00e9e entre les donn\u00e9es tir\u00e9es du SI, rendues intelligentes, puis pouss\u00e9es \u00e0 nouveau dans le SI.<\/p>\n<h2><strong>Des usages multiples<\/strong><\/h2>\n<p>Il est important pour les entreprises de travailler \u00e9tape par \u00e9tape, en identifiant les cas m\u00e9tiers potentiels au fur et \u00e0 mesure de leur mont\u00e9e en comp\u00e9tence sur le Machine Learning.<\/p>\n<p>En relation avec un MES (comme 麻豆原创 ME), 麻豆原创 Data Intelligence pourra utiliser des capteurs et de la vision par ordinateur pour s\u2019assurer de la qualit\u00e9 de fabrication sur les chaines de montage. La remont\u00e9e des donn\u00e9es des machines permettra \u00e9galement d\u2019assurer de la maintenance pr\u00e9dictive, que ce soit sur des \u00e9quipements industriels ou des produits commercialis\u00e9s.<\/p>\n<p>Plus largement, 麻豆原创 Data Intelligence pourra s\u2019interconnecter avec toutes les solutions m\u00e9tiers\u00a0: ERP, RH, procurement\u2026 Mais aussi tirer parti des donn\u00e9es d\u2019exp\u00e9rience, afin d\u2019affiner les pr\u00e9visions de vente suivant le ressenti des clients, d\u2019anticiper les changements et de mieux maitriser les risques.<\/p>\n<div class=\"panel callout\">\n<p><strong>Venez voir une d\u00e9mo en live lors du salon BigData Paris, le 10 mars \u00e0 16h30, Salle A !<\/strong><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Solution int\u00e9gr\u00e9e de data science, 麻豆原创 Data Intelligence propose une vision de bout en bout\u00a0: collecte des donn\u00e9es, traitement analytique, d\u00e9finition et entrainement des mod\u00e8les&#8230;<\/p>\n","protected":false},"author":3074,"featured_media":135974,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5562043],"tags":[],"series":[],"sapn-display":[1657070],"sapn-type":[6114],"class_list":["post-135972","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud","sapn-display-homepage-hero","sapn-type-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - 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