{"id":1124,"date":"2021-03-23T21:31:13","date_gmt":"2021-03-23T20:31:13","guid":{"rendered":"https:\/\/parlonstechs.com\/all\/?p=1124"},"modified":"2021-03-23T21:31:15","modified_gmt":"2021-03-23T20:31:15","slug":"quelle-est-la-difference-entre-la-business-intelligence-et-la-data-science","status":"publish","type":"post","link":"https:\/\/parlonstechs.com\/all\/2021\/03\/23\/quelle-est-la-difference-entre-la-business-intelligence-et-la-data-science\/","title":{"rendered":"Quelle est la diff\u00e9rence entre la business intelligence et la data science ?"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/wisdomplexus.com\/wp-content\/uploads\/2019\/03\/Data-Science-and-Business-Intelligence-Whats-the-difference.jpg\" alt=\"Business Intelligence vs Data Science: Difference between the two?\"\/><\/figure>\n\n\n\n<p style=\"font-size:24px\"><strong>En ce moment, pour aider \u00e0 la d\u00e9cision et imaginer des actions qui sont suppos\u00e9es conduire\u00a0au succ\u00e8s escompt\u00e9, la data science a le vent en poupe. Elle serait certainement moins pertinente sans s\u2019appuyer sur un socle, celui de la business intelligence.<\/strong><\/p>\n\n\n\n<p>La <strong>\u00ab\u00a0<em>data science \u00bb<\/em><\/strong>, c\u2019est-\u00e0-dire la capacit\u00e9 d\u2019une organisation \u00e0 analyser, extraire et mettre en forme des quantit\u00e9s de donn\u00e9es pour les mettre en sc\u00e8ne de fa\u00e7on visuelle et percutante. Il s\u2019agit de relever et de pr\u00e9senter des tendances orient\u00e9es vers l\u2019avenir. Une mission que m\u00e8ne un\u00a0data scientist\u00a0qui doit \u00e9laborer des pistes pour r\u00e9pondre \u00e0 des interrogations et imaginer des hypoth\u00e8ses d\u2019avenir \u00e0 partir des donn\u00e9es significatives. La data science est r\u00e9put\u00e9e comme r\u00e9active et elle se place dans l\u2019anticipation.<\/p>\n\n\n\n<p>Sachez qu\u2019il ne faut pas confondre cette science de la donn\u00e9e avec une autre appel\u00e9e la <strong><a href=\"https:\/\/parlonstechs.com\/all\/2021\/01\/20\/oracle-quest-ce-que-cest\/\">\u00ab\u00a0<em>business intelligence<\/em>\u00a0\u00bb<\/a><\/strong> ou BI. L\u00e0 encore, il s\u2019agit d\u2019analyser les donn\u00e9es provenant du big data afin d\u2019aider \u00e0 la d\u00e9cision. Plus que de profiler l\u2019avenir, la business intelligence se consacre plut\u00f4t au pass\u00e9. Il s\u2019agit d\u2019une sorte de travail d\u2019historien qui permet de bien comprendre le pass\u00e9 en s\u2019appuyant sur des donn\u00e9es et de dresser une description pr\u00e9cise du pass\u00e9 et du pr\u00e9sent.<\/p>\n\n\n\n<p>Les experts en business intelligence peuvent fournir aux data scientists des rapports sur les tendances du moment. Comment\u00a0? En collectant les donn\u00e9es brutes et en les classant dans une base de donn\u00e9es structur\u00e9e\u00a0autrement baptis\u00e9e\u00a0\u00ab\u00a0entrep\u00f4t\u00a0de donn\u00e9es\u00a0\u00bb. Une fois organis\u00e9es, les donn\u00e9es sont pr\u00e9sent\u00e9es sous la forme d\u2019un tableau de bord synth\u00e9tique. C\u2019est \u00e0 partir de celui-ci que l\u2019expert va pouvoir, par exemple, v\u00e9rifier quels sont les projets qui ont connu\u00a0du succ\u00e8s et analyser leurs donn\u00e9es.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Business intelligence et data science, main dans la main<\/h2>\n\n\n\n<p>Et si la data science a actuellement le vent en poupe gr\u00e2ce \u00e0 sa capacit\u00e9 \u00e0 r\u00e9aliser de la prospective, elle perd beaucoup de pertinence si elle ne s\u2019appuie pas sur les analyses d\u00e9livr\u00e9es par la BI.<\/p>\n\n\n\n<p>Car, comme le soulignait justement Victor Hugo, si \u00ab&nbsp;<em>l\u2019avenir est une porte, le pass\u00e9 en est la cl\u00e9<\/em>&nbsp;\u00bb. Autrement dit, la BI doit rester plus que jamais l\u2019assise de la data science. Cette derni\u00e8re peut alors s\u2019inspirer de l\u2019existant pour mener \u00e0 bien ses hypoth\u00e8ses.<\/p>\n\n\n\n<p>Dans les deux cas, comme ces donn\u00e9es disponibles rel\u00e8vent du big data, il faut faire appel de plus en plus \u00e0 une machinerie cons\u00e9quente dop\u00e9e \u00e0 l\u2019intelligence artificielle (IA) et plus pr\u00e9cis\u00e9ment au \u00ab\u00a0<em>machine learning \u00bb<\/em>. C\u2019est d\u2019ailleurs le\u00a0machine learning\u00a0qui vient ingurgiter les donn\u00e9es propres au BI pour que l\u2019IA\u00a0parvienne \u00e0 automatiser l\u2019analyse et permettre \u00e0 la data science d\u2019\u00e9laborer ses sc\u00e9narios. Pour que le personnel de l\u2019organisation puisse s\u2019atteler \u00e0 la BI de fa\u00e7on autonome, il existe d\u2019ailleurs des solutions, par exemple\u00a0Power BI\u00a0de Microsoft, que l\u2019on peut qualifier de self-service, car il n\u2019y a pas besoin d\u2019\u00eatre un expert en informatique pour traiter les donn\u00e9es issues du big data.<\/p>\n\n\n\n<p>Avec Futura<\/p>\n","protected":false},"excerpt":{"rendered":"<p>En ce moment, pour aider \u00e0 la d\u00e9cision et imaginer des actions qui sont suppos\u00e9es conduire\u00a0au succ\u00e8s escompt\u00e9, la data science a le vent en poupe. Elle serait certainement moins [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1125,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21,117,10],"tags":[],"class_list":["post-1124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actualite","category-ckoi","category-data-stockage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Quelle est la diff\u00e9rence entre la business intelligence et la data science ? - Parlons Techs - Store<\/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:\/\/parlonstechs.com\/all\/2021\/03\/23\/quelle-est-la-difference-entre-la-business-intelligence-et-la-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quelle est la diff\u00e9rence entre la business intelligence et la data science ? - Parlons Techs - Store\" \/>\n<meta property=\"og:description\" content=\"En ce moment, pour aider \u00e0 la d\u00e9cision et imaginer des actions qui sont suppos\u00e9es conduire\u00a0au succ\u00e8s escompt\u00e9, la data science a le vent en poupe. 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