{"id":13949,"date":"2020-08-30T11:50:07","date_gmt":"2020-08-30T09:50:07","guid":{"rendered":"https:\/\/hardware.mipu.eu\/topic\/creare-valore-ai-articolo\/"},"modified":"2020-11-13T09:02:21","modified_gmt":"2020-11-13T08:02:21","slug":"comment-generer-une-valeur-ajoutee-grace-a-lintelligence-artificielle","status":"publish","type":"topic","link":"https:\/\/hw.mipu.eu\/fr\/topic\/comment-generer-une-valeur-ajoutee-grace-a-lintelligence-artificielle\/","title":{"rendered":"COMMENT G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE"},"content":{"rendered":"

COMMENT G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE<\/h1>\n

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Le machine learning<\/strong> est l\u2019ensemble des m\u00e9thodes qui permet \u00e0 un ordinateur d\u2019apprendre sans avoir \u00e9t\u00e9 sp\u00e9cialement programm\u00e9 \u00e0 cet effet. C\u2019est donc l\u2019ensemble des algorithmes<\/strong> qui identifient les relations existant entre les donn\u00e9es disponibles.
\nL\u2019analyse de la d\u00e9finition permet de se repr\u00e9senter ses immenses potentialit\u00e9s dans le secteur industriel.<\/strong><\/p>\n

 <\/p>\n

\"\"<\/p>\n

 <\/p>\n

QUELS SONT LES AVANTAGES DU MACHINE LEARNING POUR L\u2019INDUSTRIE ? COMMENT G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE<\/strong><\/h3>\n

L\u2019instrumentation progressive des machines et des lignes de production, et la familiarisation avec les logiques d\u2019historique des donn\u00e9es structur\u00e9s fournit aux entreprises une \u00e9norme quantit\u00e9 d\u2019informations. Ces donn\u00e9es permettent de repr\u00e9senter d\u2019une mani\u00e8re extr\u00eamement fid\u00e8le le comportement des machines \u00e0 plein r\u00e9gime ainsi que les conditions entra\u00eenant anomalies et d\u00e9faillances.<\/p>\n

En appliquant les algorithmes de machine learning aux r\u00e9alit\u00e9s industrielles<\/strong>, il est donc possible de d\u00e9velopper des solutions intelligentes en mesure de suivre le comportement d\u2019une machine, de pr\u00e9voir ses d\u00e9faillances et des pr\u00e9venir ses baisses de performance.<\/p>\n

Les mod\u00e8les bas\u00e9s sur l\u2019apprentissage automatique pr\u00e9sentent une flexibilit\u00e9 et une capacit\u00e9 d\u2019adaptation bien sup\u00e9rieures aux mod\u00e8les explicitement programm\u00e9s selon un ensemble de r\u00e8gles physiques, m\u00e9caniques, thermodynamiques ou \u00e9lectrodynamiques. Le mod\u00e8le de comportement d\u2019un composant plac\u00e9 en machine learning peut repr\u00e9senter toutes ses particularit\u00e9s.<\/p>\n

Le processus semble automatique sur le papier, mais dans la r\u00e9alit\u00e9, le parcours permettant de transformer des donn\u00e9es brutes en solutions intelligentes passe par diff\u00e9rentes analyses et \u00e9laborations, g\u00e9n\u00e9ralement ex\u00e9cut\u00e9es par un personnel technique sp\u00e9cialis\u00e9 \u2013 les data scientist \u2013 pouvant construire la solution la plus adapt\u00e9e au syst\u00e8me \u00e9tudi\u00e9.<\/p>\n

Ce parcours, qui pr\u00e9voit plusieurs comp\u00e9tences math\u00e9matiques, techniques et informatiques, peut se d\u00e9finir par plusieurs passages standards. Conna\u00eetre le parcours en vue de d\u00e9velopper des solutions intelligentes \u00e0 partir des donn\u00e9es brutes permet de mieux \u00e9valuer les solutions disponibles sur le march\u00e9 ou, plus simplement, d\u2019approfondir un th\u00e8me dont les aspects ethniques et sociologiques font l\u2019objet d\u2019un vif d\u00e9bat mais qui reste peu approfondi du point de vue technique.<\/p>\n

 <\/p>\n

G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE<\/h3>\n

La r\u00e9volution num\u00e9rique a d\u00e9j\u00e0 commenc\u00e9, en particulier dans le secteur de l\u2019industrie et du Facility Management.<\/strong> De nombreuses entreprises restent cependant mal pr\u00e9par\u00e9es afin de l\u2019affronter. C\u2019est pour cette raison que la MIPU AI School<\/strong>, premi\u00e8re \u00e9cole d\u2019intelligence artificielle, a \u00e9t\u00e9 cr\u00e9\u00e9e en vue de soutenir les professionnels dans leur parcours de num\u00e9risation.<\/p>\n","protected":false},"excerpt":{"rendered":"

COMMENT G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE   Le machine learning est l\u2019ensemble des m\u00e9thodes qui permet \u00e0 un ordinateur d\u2019apprendre sans avoir \u00e9t\u00e9 sp\u00e9cialement programm\u00e9 \u00e0 cet effet. C\u2019est donc l\u2019ensemble des algorithmes qui identifient les relations existant entre les donn\u00e9es disponibles. L\u2019analyse de la d\u00e9finition permet de se repr\u00e9senter ses immenses […]<\/p>\n","protected":false},"featured_media":13950,"template":"","categoria_topic":[273],"class_list":{"0":"post-13949","1":"topic","2":"type-topic","3":"status-publish","4":"has-post-thumbnail","6":"categoria_topic-data-science-fr","7":"entry"},"yoast_head":"\nCOMMENT G\u00c9N\u00c9RER UNE VALEUR AJOUT\u00c9E GR\u00c2CE \u00c0 L\u2019INTELLIGENCE ARTIFICIELLE - Mipu Hardware<\/title>\n<meta name=\"description\" content=\"L'evoluzione delle teorie di Machine Learning. 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