{"id":120,"date":"2016-11-01T00:00:00","date_gmt":"2016-10-31T23:00:00","guid":{"rendered":"https:\/\/blog.deepki.com\/2016\/11\/01\/ne-confondez-data-big-data\/"},"modified":"2021-08-28T14:17:34","modified_gmt":"2021-08-28T14:17:34","slug":"ne-confondez-data-big-data","status":"publish","type":"post","link":"https:\/\/www.deepki.com\/fr\/blog\/ne-confondez-data-big-data\/","title":{"rendered":"Ne confondez pas Data &#038; Big-data"},"content":{"rendered":"\n<p><strong>Une d\u00e9finition r\u00e9pandue du big data fait r\u00e9f\u00e9rence aux 3 \u00ab V \u00bb : Volume, Vari\u00e9t\u00e9 et V\u00e9locit\u00e9 qui le caract\u00e9risent. En revanche, toutes les donn\u00e9es pertinentes et de taille importante ne peuvent pas \u00eatre qualifi\u00e9es de big data. Voici les 3 points diff\u00e9renciateurs pour \u00e9viter l\u2019amalgame.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">1 &#8211; Rendre la donn\u00e9e intelligente<\/span><\/h2>\n\n\n\n<p>Le recours au big data est de plus en plus courant car il permet de croiser des donn\u00e9es h\u00e9t\u00e9rog\u00e8nes et de les agr\u00e9ger en vue d\u2019en tirer enseignements et pr\u00e9dictions. Collecter des donn\u00e9es sur des \u00e9quipements des b\u00e2timents est certes int\u00e9ressant, mais ce n\u2019est que lorsque que ces informations sont agr\u00e9g\u00e9es et analys\u00e9es qu\u2019elles livrent toute leur valeur, en pr\u00e9disant, par exemple, les dysfonctionnements voire les pannes des \u00e9quipements.<\/p>\n\n\n\n<p class=\"has-text-align-right\"><em>\u00c0 lire \u00e9galement :\u00a0<a href=\"https:\/\/www.deepki.com\/fr\/blog\/big-data-chronique-mort-annoncee\/\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data : Chronique d\u2019une mort annonc\u00e9e<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">2 &#8211; Analyser en temps r\u00e9el<\/span><\/h2>\n\n\n\n<p>Le big data permet de collecter d\u2019importantes masses de donn\u00e9es en temps r\u00e9el, de les analyser rapidement pour comprendre et traiter au plus vite les erreurs ou anomalies qui surviennent dans une organisation.<br>Par exemple, les syst\u00e8mes d\u2019energy management aliment\u00e9s par du big data permettent aux managers d\u2019\u00eatre alert\u00e9 tr\u00e8s rapidement lorsqu\u2019une d\u00e9rive de consommation se produit et r\u00e9agir au plus vite pour \u00e9viter des surco\u00fbts li\u00e9s \u00e0 un dysfonctionnement.<\/p>\n\n\n\n<p class=\"has-text-align-right\"><em>\u00c0 lire \u00e9galement :\u00a0<a href=\"https:\/\/www.deepki.com\/fr\/blog\/data-analytics-aide-maitrise-loptimisation-de-vos-contrats-delectricite\/\" target=\"_blank\" rel=\"noreferrer noopener\">Comment le data-analytics vous aide dans la ma\u00eetrise et l\u2019optimisation de vos contrats d\u2019\u00e9lectricit\u00e9 ?<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">3 &#8211; Segmenter pour mieux comprendre<\/span><\/h2>\n\n\n\n<p>Le big data segmente les donn\u00e9es en groupes homog\u00e8nes pour mieux comprendre un patrimoine immobilier de grande taille par exemple. Il est alors possible de d\u00e9passer la simple analyse quantitative pour tenter de comprendre la cause d\u2019\u00e9ventuelles anomalies voire m\u00eame la fa\u00e7on d\u2019y rem\u00e9dier.<br>Par exemple, la consommation d\u2019un b\u00e2timent peut sembler tout \u00e0 fait normale mais ce n\u2019est que si ce dernier est compar\u00e9 \u00e0 ses pairs, c\u2019est-\u00e0-dire \u00e0 des b\u00e2timents au comportement \u00e9nerg\u00e9tique similaire, qu\u2019il est possible de s\u2019apercevoir que sa consommation est sup\u00e9rieure \u00e0 la moyenne et que certaines actions d\u2019optimisation pourraient \u00eatre r\u00e9alis\u00e9es.<\/p>\n\n\n\n<p class=\"has-text-align-right\"><em>\u00c0 lire \u00e9galement :\u00a0<a href=\"https:\/\/www.deepki.com\/fr\/blog\/4-raisons-abandonner-excel-profit-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">4 raisons d\u2019abandonner Excel au profit du data-analytics pour suivre la performance de votre parc<\/a><\/em><\/p>\n\n\n\n<p><strong>Une grande quantit\u00e9 de donn\u00e9es \u00e0 disposition ne se transforment pas automatiquement en big data. Faute d\u2019analyse, les donn\u00e9es peuvent \u00eatre sources de confusion plut\u00f4t qu\u2019un moyen d\u2019\u00e9clairer ses d\u00e9cisions. Comme le disait si bien Peter Sondergaard, Senior Vice President chez Gartner Research \u00ab Les donn\u00e9es sont le p\u00e9trole du XXI\u00e8me si\u00e8cle et le <a href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\" rel=\"noreferrer noopener\">data-analytics<\/a> son moteur. \u00bb<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"has-inline-color has-t-black-color\">Pour aller plus loin :<\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.deepki.com\/fr\/blog\/data-science-cest-quoi\/\" target=\"_blank\">Au fait, la Data-Science c&rsquo;est quoi ?<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.deepki.com\/fr\/glossaire\/data-analytics-analyse-donnees\/\" target=\"_blank\">Qu&rsquo;est-ce que le Data-analytics ?<\/a><\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.deepki.com\/fr\/blog\/tour-monde-petrole-grace-data-analytics\/\" target=\"_blank\">Un tour du monde sans p\u00e9trole gr\u00e2ce au data-analytics<\/a><\/li><\/ul>\n\n\n<p><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/19531822\/1443ceae-0cfb-4fdf-b583-da0937248a6e\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-1443ceae-0cfb-4fdf-b583-da0937248a6e\" style=\"border-width:0px;\" height=\"865\" width=\"1667\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/19531822\/1443ceae-0cfb-4fdf-b583-da0937248a6e.png\"  alt=\"New call-to-action\"\/><\/a><\/span><script charset=\"utf-8\" src=\"https:\/\/js.hscta.net\/cta\/current.js\"><\/script><script type=\"text\/javascript\"> hbspt.cta.load(19531822, '1443ceae-0cfb-4fdf-b583-da0937248a6e', {\"region\":\"na1\"}); <\/script><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Une d\u00e9finition r\u00e9pandue du big data fait r\u00e9f\u00e9rence aux 3 \u00ab V \u00bb : Volume, Vari\u00e9t\u00e9 et V\u00e9locit\u00e9 qui le caract\u00e9risent. En revanche, toutes les donn\u00e9es pertinentes et de taille importante ne peuvent pas \u00eatre qualifi\u00e9es de big data. Voici les 3 points diff\u00e9renciateurs pour \u00e9viter l\u2019amalgame. 1 &#8211; Rendre la donn\u00e9e intelligente Le recours [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":121,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[120],"tags":[],"class_list":["post-120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-performance-environnementale"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ne confondez pas Data &#038; Big-data - Deepki<\/title>\n<meta name=\"description\" content=\"Une d\u00e9finition r\u00e9pandue du big data fait r\u00e9f\u00e9rence aux 3 \u00ab V \u00bb : Volume, Vari\u00e9t\u00e9 et V\u00e9locit\u00e9 qui le caract\u00e9risent.\" \/>\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.deepki.com\/fr\/blog\/ne-confondez-data-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ne confondez pas Data &#038; 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