{"id":5758,"date":"2022-04-06T10:41:15","date_gmt":"2022-04-06T10:41:15","guid":{"rendered":"https:\/\/www.saptools.es\/automatizacion-optimizacion-machine-learning-sap-ibp-hana\/"},"modified":"2025-01-17T18:35:31","modified_gmt":"2025-01-17T18:35:31","slug":"automatisation-optimisation-machine-learning-sap-ibp-hana","status":"publish","type":"post","link":"https:\/\/www.saptools.es\/fr\/automatisation-optimisation-machine-learning-sap-ibp-hana\/","title":{"rendered":"Automatisation et optimisation avec Machine Learning &#8211; SAP IBP"},"content":{"rendered":"\n<p><strong>Le \u00ab Machine Learning \u00bb s\u2019est av\u00e9r\u00e9 \u00eatre une technologie fiable qui aide les entreprises \u00e0 automatiser les processus et \u00e0 am\u00e9liorer la prise de d\u00e9cision, en ayant des pr\u00e9visions fiables bas\u00e9es sur les donn\u00e9es les plus pertinentes.<\/strong><\/p>\n\n\n\n<p>Le Big Data permet d\u2019\u00e9merger les mod\u00e8les cach\u00e9s disponibles dans les donn\u00e9es structur\u00e9es et non structur\u00e9es, donn\u00e9es n\u00e9cessaires pour fournir des connaissances sur le pr\u00e9sent et sur l\u2019avenir.<\/p>\n\n\n\n<p><strong>Les processus manuels et les analyses bas\u00e9es sur des statistiques classiques ne sont plus comp\u00e9titifs.<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Les m\u00e9dias disponibles au XXIe si\u00e8cle se battent farouchement pour attirer notre attention. Cette forte concurrence, la grande vari\u00e9t\u00e9 de contenu et sa disposition agressive envers le consommateur, n\u2019est pas diff\u00e9rente dans le monde des affaires. Les entreprises doivent s\u2019adapter au nouveau paradigme, plein de donn\u00e9es, et devenir proactives afin de ne manquer aucune opportunit\u00e9 commerciale. <\/p>\n\n\n\n<p>Paradoxalement, les entreprises d\u2019aujourd\u2019hui doivent surmonter le \u00ab bruit num\u00e9rique \u00bb provenant des sources de donn\u00e9es nombreuses et vari\u00e9es qui sont actuellement utilis\u00e9es. Ce \u00ab bruit \u00bb peut se terminer par une perte de confiance (interne \u00e0 l\u2019entreprise et externe \u00e0 nos consommateurs), d\u2019affaires et finalement d\u2019argent.  Les entreprises ne peuvent pas se permettre de devenir insensibles \u00e0 l\u2019information, surtout lorsqu\u2019elle contient des connaissances sur les facteurs qui r\u00e9gissent notre activit\u00e9, \u00e9tant des informations opportunes et valides, et simplement parce qu\u2019elles ne sont pas trait\u00e9es de la bonne mani\u00e8re.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Planification de la demande avec Machine Learning<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Aujourd\u2019hui, tout le monde parle du Machine Learning et de son pouvoir d\u2019extraire les informations cach\u00e9es dans les donn\u00e9es<\/strong>. Mais quelle est la chose la plus importante lorsque nous voulons extraire les informations pertinentes de nos donn\u00e9es? La r\u00e9ponse est tr\u00e8s simple : il est n\u00e9cessaire de d\u00e9finir des processus puissants, durables, \u00e9volutifs et r\u00e9utilisables, capables d\u2019\u00eatre appliqu\u00e9s quotidiennement dans notre ensemble de donn\u00e9es actuel.<\/p>\n\n\n\n<p>Les machines permettent un plus grand stockage des donn\u00e9es, un traitement beaucoup plus rapide et fournissent des r\u00e9sultats quantitatifs. Les humains sont cod\u00e9s avec un biais \u00e9motionnel qui ne nous permet pas de stocker des donn\u00e9es objectivement, mais nous sommes clairement meilleurs dans l\u2019analyse qualitative et la r\u00e9action rapide aux tendances changeantes ou m\u00eame aux nouveaux paradigmes.  Avec l\u2019union des deux (machines et personnes), c\u2019est lorsque les entreprises atteignent le niveau: nous devons avoir des donn\u00e9es et nous devons les automatiser pour permettre aux machines de traiter toutes les informations de mani\u00e8re plus efficace et informative, permettant aux gens de se concentrer sur ce qui est important.<\/p>\n\n\n\n<p>Cela a conduit les entreprises \u00e0 d\u00e9finir des strat\u00e9gies de plus en plus sophistiqu\u00e9es et \u00e0 accepter tout type d\u2019analyse, en l\u2019appliquant dans leurs environnements productifs sans aucun contr\u00f4le. C\u2019est une erreur ! Aujourd\u2019hui, il existe d\u00e9j\u00e0 de nombreuses \u00e9tudes qui montrent que le chemin que les entreprises doivent parcourir dans l\u2019acquisition du Machine Learning doit se faire lentement et \u00eatre li\u00e9 \u00e0 un changement interne et structurel. Pour donner un exemple, des concepts tels que le nettoyage des donn\u00e9es ne sont plus n\u00e9cessaires, ce qui donne au planificateur le temps d\u2019appliquer ses connaissances et son exp\u00e9rience \u00e0 la recherche des moteurs qui r\u00e9gissent son entreprise et qui ne sont actuellement captur\u00e9s dans aucune source de donn\u00e9es.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Machine Learning dans SAP IBP.<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>SAP IBP est une solution Cloud mature, hautement flexible et personnalisable. Il s\u2019ex\u00e9cute dans une base de donn\u00e9es HANA,<\/strong> ce qui permet de traiter un volume massif de calculs complexes. Cette puissance de traitement a \u00e9t\u00e9 enrichie gr\u00e2ce \u00e0 l\u2019incorporation d\u2019algorithmes ml en son c\u0153ur, ce qui a donn\u00e9 lieu \u00e0 une technologie haute performance. C\u2019est le contexte id\u00e9al pour la planification de la demande : capacit\u00e9 de base de donn\u00e9es qui permet le <strong>Big Data,<\/strong> fonctions natives d\u2019agr\u00e9gation\/d\u00e9sagr\u00e9gation, interfaces graphiques faciles \u00e0 utiliser et, surtout, capacit\u00e9 de traitement des donn\u00e9es tr\u00e8s puissante.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>Chez <strong>Saptools<\/strong>, nous avons +100 consultants SAP pour vous accompagner sur cette voie.<\/p>\n\n\n\n<p>Si vous souhaitez dynamiser votre activit\u00e9 avec le Machine Learning n\u2019h\u00e9sitez pas \u00e0 nous <a href=\"https:\/\/www.saptools.es\/fr\/contact\/\">contacter<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>machine-learning-automatisation-optimisation-sap ibp &#8211; hana<\/p>\n","protected":false},"author":8,"featured_media":5744,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[117,171,174],"tags":[106,146,147,143,76],"class_list":["post-5758","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics-4","category-data-science","category-sap-ibp-fr","tag-analytics","tag-automate-processes","tag-forecasting","tag-machine-learning","tag-sap-ibp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Automatisation et optimisation avec Machine Learning - SAP IBP<\/title>\n<meta name=\"description\" content=\"Nous expliquons comment SAP IBP int\u00e8gre des algorithmes de Machine Learning. 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