{"id":14328,"date":"2020-10-26T14:30:38","date_gmt":"2020-10-26T14:30:38","guid":{"rendered":"https:\/\/datascientest.com\/?p=14328"},"modified":"2023-10-29T14:35:28","modified_gmt":"2023-10-29T14:35:28","slug":"data-science-vs-businessi-intelligence","status":"publish","type":"post","link":"https:\/\/datascientest.com\/data-science-vs-businessi-intelligence","title":{"rendered":"Comment la Data Science remplace la Business Intelligence \u00e0 l&rsquo;\u00e8re du Big Data"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14328\" class=\"elementor elementor-14328\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e7de8b9 e-flex e-con-boxed e-con\" data-id=\"e7de8b9\" 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-4adad12 elementor-widget elementor-widget-heading\" data-id=\"4adad12\" 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\">La Business Intelligence et la Data Science sont deux disciplines distinctes centr\u00e9es sur l'analyse de donn\u00e9es. D\u00e9couvrez les diff\u00e9rences, les points communs et surtout la compl\u00e9mentarit\u00e9 entre ces deux domaines...<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ac53cb elementor-widget elementor-widget-text-editor\" data-id=\"8ac53cb\" 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>Il y a encore peu de temps, la Business Intelligence (informatique d\u00e9cisionnelle) traditionnelle et descriptive \u00e9tait suffisante pour suivre les performances d&rsquo;une entreprise. Toutefois, <strong>\u00e0 l&rsquo;\u00e8re du Big Data, la \u00ab\u00a0BI\u00a0\u00bb ne suffit plus<\/strong>.<\/p><blockquote><p>Face \u00e0 l&rsquo;explosion du volume et de la v\u00e9locit\u00e9 des donn\u00e9es, toujours plus vari\u00e9es et complexes, \u00e0 la multiplication des sources, la Data Science est devenue indispensable pour collecter et traiter les informations en temps r\u00e9el et puiser toute leur valeur.<\/p><\/blockquote><p>Aujourd&rsquo;hui, la Business Intelligence et la science des donn\u00e9es doivent \u00eatre combin\u00e9es pour <strong>relever les d\u00e9fis modernes du Big Data<\/strong>. \u00c0 travers ce dossier, d\u00e9couvrez les diff\u00e9rences, les similitudes, et la compl\u00e9mentarit\u00e9 entre ces deux domaines.<\/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-11adc40 e-flex e-con-boxed e-con\" data-id=\"11adc40\" 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-fc37324 elementor-widget elementor-widget-heading\" data-id=\"fc37324\" 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'est-ce que la Business Intelligence ou informatique d\u00e9cisionnelle ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99e7091 elementor-widget elementor-widget-text-editor\" data-id=\"99e7091\" 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>La Business Intelligence ou informatique d\u00e9cisionnelle rassemble <strong>des technologies et des comp\u00e9tences permettant l&rsquo;analyse descriptive<\/strong> des donn\u00e9es dans le but de prendre des d\u00e9cisions mieux inform\u00e9es. Les outils de BI permettent de collecter, de g\u00e9rer et de transformer les donn\u00e9es.<\/p><p>En les analysant, il est par exemple possible de mieux comprendre un march\u00e9, de d\u00e9couvrir de nouvelles opportunit\u00e9s de revenus, d&rsquo;am\u00e9liorer les processus de l&rsquo;entreprise ou de profiter d&rsquo;un avantage sur la concurrence. De mani\u00e8re g\u00e9n\u00e9rale, <strong>la BI permet d&rsquo;analyser les donn\u00e9es du pass\u00e9<\/strong> pour surveiller les performances actuelles de l&rsquo;organisation.<\/p><p>Gr\u00e2ce au <a href=\"https:\/\/datascientest.com\/cloud-computing\">Cloud Computing<\/a>, la Business Intelligence permet d\u00e9sormais de traiter plus de donn\u00e9es, en provenance de sources plus vari\u00e9es, et de fa\u00e7on plus efficace qu&rsquo;autrefois. Le<strong> Cloud est la technologie ayant eu le plus d&rsquo;impact<\/strong> sur l&rsquo;informatique d\u00e9cisionnelle au fil des derni\u00e8res ann\u00e9es.<\/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-f6849ea elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"f6849ea\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/hDJdkcdG1iA&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-7d04f6f e-flex e-con-boxed e-con\" data-id=\"7d04f6f\" 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-3fa7a3a elementor-widget elementor-widget-heading\" data-id=\"3fa7a3a\" 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'est-ce que la Data Science ou science des donn\u00e9es ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcf6d88 elementor-widget elementor-widget-text-editor\" data-id=\"fcf6d88\" 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>La science des donn\u00e9es est un champ interdisciplinaire consistant \u00e0 <strong>traiter les donn\u00e9es pour en extraire de pr\u00e9cieuses \u00ab\u00a0insights\u00a0\u00bb<\/strong>\u00a0orient\u00e9es vers l&rsquo;avenir. Pour y parvenir, on utilise les statistiques, les math\u00e9matiques, l&rsquo;informatique et l&rsquo;expertise m\u00e9tier.<\/p><p>En r\u00e8gle g\u00e9n\u00e9rale, la Data Science a pour but de r\u00e9pondre \u00e0 questions ou de simuler des hypoth\u00e8ses. Parmi les diff\u00e9rents outils et technologies utilis\u00e9s, on compte notamment <a href=\"https:\/\/datascientest.com\/machine-learning\" target=\"_blank\" rel=\"noopener\">le Machine Learning<\/a> et l&rsquo;intelligence artificielle. Le Cloud quant \u00e0 lui apporte l&rsquo;agilit\u00e9, l&rsquo;\u00e9lasticit\u00e9 et la puissance de traitement requises pour l&rsquo;analyse Big Data.<\/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-3b25e08 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"3b25e08\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/vfiLvg5VMrY&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-1001733 e-flex e-con-boxed e-con\" data-id=\"1001733\" 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-21cec53 elementor-widget elementor-widget-heading\" data-id=\"21cec53\" 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\">Data Science vs Business Intelligence : similitudes et diff\u00e9rences<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15cd3ce elementor-widget elementor-widget-text-editor\" data-id=\"15cd3ce\" 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>La Business Intelligence et la Data Science pr\u00e9sentent de nombreuses similitudes. Les deux ont pour but<strong> d&rsquo;analyser les donn\u00e9es et de les exploiter<\/strong> au profit de l&rsquo;entreprise. Elles permettent aux d\u00e9cideurs et aux manages de prendre de d\u00e9cisions mieux aiguill\u00e9es, Tout comme la Business Intelligence, la Data Science permet d&rsquo;analyser les donn\u00e9es du pass\u00e9. Cependant, alors que la BI permet une analyse descriptive, la science des donn\u00e9es permet l&rsquo;analyse pr\u00e9dictive ou prescriptive tourn\u00e9e vers le futur.<\/p><blockquote><p>Par le pass\u00e9, seules les \u00e9quipes d&rsquo;experts en informatique pouvaient exploiter les outils et techniques de Business Intelligence. L&rsquo;une des grandes diff\u00e9rences de la Data Science est qu&rsquo;elle permet \u00e0 toute l&rsquo;entreprise d&rsquo;acc\u00e9der aux b\u00e9n\u00e9fices de l&rsquo;analyse de donn\u00e9es. La Business Intelligence est plus g\u00e9n\u00e9raliste \u00e0 travers les rapports d&rsquo;analyse descriptive.<\/p><\/blockquote><p>Gr\u00e2ce \u00e0 <strong>l&rsquo;essor des solutions self-service<\/strong>, tous les employ\u00e9s pourront bient\u00f4t acc\u00e9der \u00e0 des r\u00e9pertoires de donn\u00e9es centralis\u00e9s et \u00e0 des outils automatis\u00e9s afin d&rsquo;extraire des informations et de les exploiter. Les Data Scientists, de leur c\u00f4t\u00e9, seront pr\u00e9sents op\u00e9rationnaliser les donn\u00e9es et \u00e9pauler les utilisateurs non techniques. Selon un rapport de <a href=\"https:\/\/www.researchandmarkets.com\" target=\"_blank\" rel=\"noopener\">Research and Markets<\/a>, le march\u00e9 de la BI self-service pourrait atteindre une valeur de 7,3 milliards de dollars en 2021.<\/p><p>Comme \u00e9voqu\u00e9 auparavant, l&rsquo;une des principales diff\u00e9rences de la Data Science est aussi qu&rsquo;elle est <strong>adapt\u00e9e \u00e0 la prise en charge de donn\u00e9es massives<\/strong> et complexes. Ce n&rsquo;est pas le cas des plateformes BI traditionnelles, qui n&rsquo;offraient qu&rsquo;un savoir \u00a0\u00bb r\u00e9trospectif \u00ab\u00a0. La Data Science autorise quant \u00e0 elle une r\u00e9activit\u00e9 et une proactivit\u00e9.<\/p><p>L&rsquo;<strong>utilisation de l&rsquo;IA<\/strong>, et plus pr\u00e9cis\u00e9ment du Machine Learning, repr\u00e9sente \u00e9galement une diff\u00e9rence majeure entre Data Science et Business Intelligence. Ce sont justement les biblioth\u00e8ques d&rsquo;apprentissage automatique qui permettent l&rsquo;automatisation de l&rsquo;analyse de donn\u00e9es.<\/p><p>La Data Science permet par ailleurs de <strong>r\u00e9pondre \u00e0 des questions sp\u00e9cifiques<\/strong>. En tant que science, elle vise \u00e0 v\u00e9rifier une hypoth\u00e8se par le biais de l&rsquo;analyse. La Business Intelligence est plus g\u00e9n\u00e9raliste \u00e0 travers les rapports d&rsquo;analyse descriptive.<\/p><p>Alors que la Business Intelligence repose principalement sur des outils analytiques, la Data Science regroupe aussi des solutions de gestion, de gouvernance <a href=\"https:\/\/datascientest.com\/nos-tracks\/data-visualisation\" target=\"_blank\" rel=\"noopener\">et de visualisation des donn\u00e9es<\/a>.<\/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-004b9a1 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"004b9a1\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/U85Qt-NTTzU&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-6ca47e2 e-flex e-con-boxed e-con\" data-id=\"6ca47e2\" 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-18f7545 elementor-widget elementor-widget-heading\" data-id=\"18f7545\" 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\">Data Science et Business Intelligence : deux disciplines compl\u00e9mentaires<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b44a4e elementor-widget elementor-widget-text-editor\" data-id=\"6b44a4e\" 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>De nombreux experts per\u00e7oivent la Data Science comme <strong>une \u00e9volution de la Business Intelligence<\/strong>. L&rsquo;informatique d\u00e9cisionnelle offrait des solutions aux probl\u00e8mes du pr\u00e9sent, tandis que la science des donn\u00e9es fournit des pistes \u00e0 suivre pour le futur.<\/p><p>En outre, la Data Science a permis aux d\u00e9cideurs et aux managers de profiter de l&rsquo;analyse de donn\u00e9es <strong>de fa\u00e7on autonome<\/strong> gr\u00e2ce aux outils self-service. Il s&rsquo;agit l\u00e0 encore d&rsquo;une v\u00e9ritable am\u00e9lioration.<\/p><p>Cependant, ces deux domaines sont \u00e9galement compl\u00e9mentaires. Les experts en BI peuvent <strong>pr\u00e9parer les donn\u00e9es pour les Data Scientists<\/strong>, leur proposer des pistes \u00e0 suivre, ou les aider \u00e0 cr\u00e9er de puissants mod\u00e8les pr\u00e9dictifs.<\/p><p>Au sein d&rsquo;une \u00e9quipe analytique, l&rsquo;expert en Business Intelligence peut d\u00e9livrer des rapports analytiques sur les tendances actuelles tandis que le Data Scientists d\u00e9veloppe des solutions pour le futur. Ensemble, ils peuvent progressivement <strong>mettre au point une puissante plateforme analytique<\/strong> sur laquelle tous les employ\u00e9s pourront s&rsquo;appuyer.<\/p><p>Sur un m\u00eame projet, l&rsquo;expert en BI peut se pencher sur les donn\u00e9es du pass\u00e9 pour <strong>identifier les projets \u00e0 succ\u00e8s et les profils de client<\/strong>. \u00c0 partir de ces indices, le Data Scientist pourra \u00e9laborer diff\u00e9rentes hypoth\u00e8ses et user du Machine Learning pour pr\u00e9dire leur probabilit\u00e9 de succ\u00e8s.<\/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-155839f e-flex e-con-boxed e-con\" data-id=\"155839f\" 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-084a7c3 elementor-widget elementor-widget-heading\" data-id=\"084a7c3\" 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\">Quel futur pour la Business Intelligence 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-3a9a8a1 elementor-widget elementor-widget-text-editor\" data-id=\"3a9a8a1\" 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>Au fil du temps, <strong>la Data Science a pris le pas sur la Business Intelligence<\/strong> traditionnelle. Ses capacit\u00e9s d&rsquo;analyse pr\u00e9dictive se r\u00e9v\u00e8lent bien plus utiles pour l&rsquo;entreprise que les analyses descriptives offertes par l&rsquo;informatique d\u00e9cisionnelle.<\/p><blockquote><p>Face \u00e0 l&rsquo;augmentation massive du volume de donn\u00e9es, un seul ordinateur n&rsquo;offre plus suffisamment de capacit\u00e9 de stockage et de puissance de traitement. De fait, la Business Intelligence et la Data Science reposent de plus en plus sur le Cloud et cette tendance devrait s&rsquo;accentuer dans le futur.<\/p><\/blockquote><p>Au fil du temps, <strong>la Data Science a pris le pas sur la Business Intelligence<\/strong> traditionnelle. Ses capacit\u00e9s d&rsquo;analyse pr\u00e9dictive se r\u00e9v\u00e8lent bien plus utiles pour l&rsquo;entreprise que les analyses descriptives offertes par l&rsquo;informatique d\u00e9cisionnelle.<\/p><p>Le Cloud permet de profiter d&rsquo;une <strong>capacit\u00e9 de stockage et d&rsquo;une puissance de traitement illimit\u00e9es<\/strong>, \u00e0 moindre co\u00fbt, et d&rsquo;une \u00e9lasticit\u00e9 particuli\u00e8rement appr\u00e9ciable. L&rsquo;ingestion des donn\u00e9es en provenance d&rsquo;une multitude de sources est \u00e9galement facilit\u00e9e.<\/p><p>\u00c0 l&rsquo;avenir, on peut aussi s&rsquo;attendre \u00e0 <strong>une utilisation renforc\u00e9e de l&rsquo;intelligence artificielle<\/strong> et du Machine Learning. \u00c0 mesure que ces technologies continueront \u00e0 \u00e9voluer, elles seront de plus en plus utiles pour l&rsquo;analyse de donn\u00e9es&#8230;<\/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-f6e1587 e-flex e-con-boxed e-con\" data-id=\"f6e1587\" 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-4ebf1d7 elementor-widget elementor-widget-text-editor\" data-id=\"4ebf1d7\" 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>Vous connaissez d\u00e9sormais les diff\u00e9rences, les similitudes et les compl\u00e9mentarit\u00e9s entre la Business Intelligence et la Data Science. Pour plus d&rsquo;informations sur le sujet, consultez <a href=\"https:\/\/datascientest.com\/data-science-definition\" target=\"_blank\" rel=\"noopener\">notre dossier complet sur la Data Science<\/a> ou <strong>lancez-vous gr\u00e2ce \u00e0 notre formation de Data Scientist !<\/strong><\/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-b91079c elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b91079c\" 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\/formation-data-scientist\">\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 la formation Data Scientist<\/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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La Business Intelligence et la Data Science sont deux disciplines distinctes centr\u00e9es sur l&rsquo;analyse de donn\u00e9es. D\u00e9couvrez les diff\u00e9rences, les points communs et surtout la compl\u00e9mentarit\u00e9 entre ces deux domaines&#8230; Il y a encore peu de temps, la Business Intelligence (informatique d\u00e9cisionnelle) traditionnelle et descriptive \u00e9tait suffisante pour suivre les performances d&rsquo;une entreprise. Toutefois, \u00e0 [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":14354,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"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>Business Intelligence : La Data Science nouvelle BI \u00e0 l&#039;\u00e8re du Big Data<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment la Data Science remplace progressivement la Business Intelligence ou informatique d\u00e9cisionnelle \u00e0 l&#039;\u00e8re du Big Data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/data-science-vs-businessi-intelligence\" \/>\n<meta property=\"og:locale\" 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