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{"id":2868,"date":"2021-09-23T17:05:16","date_gmt":"2021-09-23T16:05:16","guid":{"rendered":"https:\/\/www.clevermate.fr\/magazine\/?p=2868"},"modified":"2024-12-30T17:24:21","modified_gmt":"2024-12-30T16:24:21","slug":"comment-choisir-son-master-pour-travailler-dans-lintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/www.clevermate.fr\/magazine\/divers\/comment-choisir-son-master-pour-travailler-dans-lintelligence-artificielle\/","title":{"rendered":"Comment choisir son master pour travailler dans l&#8217;intelligence artificielle ?"},"content":{"rendered":"\n<p>Le secteur de la data est en pleine expansion. Cela est li\u00e9 \u00e0 l\u2019explosion de la quantit\u00e9 de donn\u00e9es stock\u00e9es et disponibles avec l\u2019augmentation des usages d\u2019internet. De nouveaux m\u00e9tiers se sont ainsi cr\u00e9\u00e9s pour traiter et valoriser ces donn\u00e9es : data scientist, data analyst, consultant data\u2026De nombreuses formations dipl\u00f4mantes se sont \u00e9galement cr\u00e9\u00e9es afin de former les jeunes \u00e0 ces nouveaux m\u00e9tiers. Nous allons voir ensemble quels sont ces nouveaux m\u00e9tiers, quelles sont les formations pour y acc\u00e9der et allons essayer de vous donner quelques conseils pour choisir la formation la plus adapt\u00e9e \u00e0 votre objectif et votre profil.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-1024x682.jpg\" alt=\"Formation data sciences\" class=\"wp-image-2245\" srcset=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-1024x682.jpg 1024w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-300x200.jpg 300w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-768x512.jpg 768w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-490x327.jpg 490w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-360x240.jpg 360w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-150x100.jpg 150w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-540x360.jpg 540w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-226x150.jpg 226w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-380x253.jpg 380w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais-640x427.jpg 640w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/07\/fran\u00e7ais.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Qu\u2019entend-on par intelligence artificielle&nbsp;?<\/strong><\/p>\n\n\n\n<p>L&#8217;intelligence artificielle&nbsp;(IA) fait r\u00e9f\u00e9rence \u00e0 des syst\u00e8mes ou des machines qui imitent l&#8217;intelligence&nbsp;humaine pour effectuer des t\u00e2ches et qui peuvent s&#8217;am\u00e9liorer en fonction des informations collect\u00e9es par it\u00e9ration. Le corollaire de l\u2019intelligence Artificielle est donc par cons\u00e9quent la data qui devient le fuel de tels syst\u00e8mes. L\u2019intelligence artificielle reste un outil et un simple outil au service d\u2019un objectif. On retrouve des applications de la data et de l\u2019intelligence artificielle dans tous les secteurs&nbsp;: mode, sant\u00e9, \u00e9ducation, grande distribution, automobile ainsi que dans toutes les verticales de l\u2019entreprise&nbsp;: logistiques, marketing, publicitaires\u2026.<\/p>\n\n\n\n<p><strong>Quelles\nsont les entreprises sp\u00e9cialis\u00e9es sur ces sujets&nbsp;?<\/strong><\/p>\n\n\n\n<p>On trouve tout d\u2019abord les g\u00e9ants de la Tech : Google, Amazon, Facebook, mais \u00e9galement des cabinets de conseils se sont sp\u00e9cialis\u00e9s dans l\u2019accompagnement des entreprises sur les sujets data comme Artefact, Vertone ou Fifty-Five.<\/p>\n\n\n\n<p><strong>En\nquoi consistent les m\u00e9tiers de data sicientist&nbsp;et data analyst ?<\/strong><\/p>\n\n\n\n<p> Il ne faut pas confondre data scientist et d\u00e9veloppeur web. Le premier con\u00e7oit des algorithmes qui vont pouvoir \u00eatre utilis\u00e9s afin de simuler un ph\u00e9nom\u00e8ne (pr\u00e9vision m\u00e9t\u00e9orologique, pr\u00e9vision de vente\u2026), le second d\u00e9veloppe des sites internet et applications.<\/p>\n\n\n\n<p>Prenons une entreprise comme Leroy\nMerlin par exemple. Elle dispose d\u2019un grand nombre de donn\u00e9es qu\u2019elle r\u00e9cup\u00e8re\nvia diff\u00e9rents canaux. <\/p>\n\n\n\n<ul>\n<li>Des\ndonn\u00e9es produits&nbsp;: toutes les r\u00e9f\u00e9rences pr\u00e9sentes en magasin ou sur le\nsite e-commerce<\/li>\n\n\n\n<li>Des\ndonn\u00e9es clients avec les cartes de fid\u00e9lit\u00e9s<\/li>\n\n\n\n<li>Des\ndonn\u00e9es li\u00e9es au stock<\/li>\n\n\n\n<li>Des\ndonn\u00e9es financi\u00e8res<\/li>\n\n\n\n<li>Des\ndonn\u00e9es externes (m\u00e9t\u00e9o, cours du p\u00e9trole, taux de change euro\/dollar\u2026.).<\/li>\n\n\n\n<li>\u2026<\/li>\n<\/ul>\n\n\n\n<p>Se pose alors la question de comment valoriser\nces donn\u00e9es&nbsp;? Le travail du Data Scientist sera d\u2019accompagner la gestion\nde la data sur toute la cha\u00eene&nbsp;: <\/p>\n\n\n\n<ul>\n<li><strong>Identification des outils de stockage et d\u2019analyse&nbsp;;<\/strong><\/li>\n\n\n\n<li><strong>Recueil et analyse des donn\u00e9es<\/strong>&nbsp;pertinentes pour l\u2019entreprise ;<\/li>\n\n\n\n<li><strong>Traitement (<\/strong>formatage et nettoyage) des donn\u00e9es afin qu\u2019elles soient exploitables<\/li>\n\n\n\n<li><strong>Construction d\u2019algorithmes<\/strong> permettant d\u2019am\u00e9liorer les r\u00e9sultats de recherches et de ciblage ;<\/li>\n\n\n\n<li><strong>\u00c9laboration de mod\u00e8les de pr\u00e9dictifss<\/strong> afin d&#8217;anticiper les \u00e9volutions des donn\u00e9es et des tendances (pr\u00e9visions de ventes, management des prix\u2026)<\/li>\n\n\n\n<li><strong>Cr\u00e9ation de tableaux de bord<\/strong> adapt\u00e9s afin de rendre les r\u00e9sultats lisibles et exploitables par tous les m\u00e9tiers ;<\/li>\n\n\n\n<li><strong>Veille technologique<\/strong> (collecte de donn\u00e9es, plateformes de traitement, exp\u00e9rimentation).<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"1024\" height=\"562\" data-src=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-1024x562.png\" alt=\"\" class=\"wp-image-1666 lazyload\" data-srcset=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-1024x562.png 1024w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-300x165.png 300w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-768x422.png 768w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-380x209.png 380w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-640x352.png 640w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac.png 1280w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/562;\" \/><noscript><img decoding=\"async\" width=\"1024\" height=\"562\" src=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-1024x562.png\" alt=\"\" class=\"wp-image-1666\" srcset=\"https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-1024x562.png 1024w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-300x165.png 300w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-768x422.png 768w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-380x209.png 380w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac-640x352.png 640w, https:\/\/www.clevermate.fr\/magazine\/wp-content\/uploads\/2020\/03\/Apprendre-l\u2019informatique-\u00e0...-0-\u20ac.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><\/figure>\n\n\n\n<p><strong>Quelles\nsont les formations qui pr\u00e9parent \u00e0 ces m\u00e9tiers&nbsp;?<\/strong><\/p>\n\n\n\n<p>Aujourd\u2019hui, nombreuses \u00c9coles\nd\u2019ing\u00e9nieur et de commerce proposent des formations sur 2 ann\u00e9es pr\u00e9parant aux\nenjeux data et d\u2019intelligence artificielle. <\/p>\n\n\n\n<p><a href=\"https:\/\/www.intelligence-artificielle-school.com\/les-formations\/cycle-mastere\/master-2-in-artificial-intelligence-management-parcours-data-analyst\/\">Le Master 2 Intelligence artificielle de l\u2019IA School<\/a> (Data analyst ou data scientist) propose une formation dipl\u00f4mante en 1 an ouverte non seulement aux \u00e9tudiants ayant suivi le Mast\u00e8re 1 in Artificial Intelligence &amp; Management de l\u2019IA School mais \u00e9galement \u00e0 tous les \u00e9tudiants titulaire d\u2019un Bac+4 en math\u00e9matiques, informatiques, statistiques ou ing\u00e9nieur. Elle vous apportera les connaissances n\u00e9cessaires afin de d\u00e9marrer la vis professionnelle en tant que data scientist junior ou data analyste junior.<\/p>\n\n\n\n<p><strong>Voici\nquelques questions \u00e0 se poser qui pourront vous aider \u00e0 choisir la formation IA\nqui nous convient&nbsp;?<\/strong><\/p>\n\n\n\n<p>Avez-vous un profil tr\u00e8s matheux auquel cas, il sera judicieux de choisir un Master plus orient\u00e9 sur l\u2019algoritmie et <\/p>\n\n\n\n<ul>\n<li>Quels sont vos objectifs en int\u00e9grant cette formation ? Qu\u2019en attendez-vous ? Pensez \u00e0 faire un bilan de comp\u00e9tences ! <\/li>\n\n\n\n<li>Quel est votre profil et parcours ? Avez-vous un profil tr\u00e8s matheux auquel cas, il sera judicieux de choisir un Master plus orient\u00e9 sur l\u2019algorithmie ou un profil plus analytique ?<\/li>\n\n\n\n<li>Quel est le contenu de la formation&nbsp;? Prenez le temps de lire et comprendre le contenu des formations dispens\u00e9es. En effet, vous allez vous engagez sur une formation de 2 ann\u00e9es qui influera grandement sur votre d\u00e9but de carri\u00e8re. Ainsi cela vaut la peine de bien comprendre o\u00f9 l\u2019on met les pieds. <\/li>\n\n\n\n<li>Quelle est la renomm\u00e9e du Master ? Comment est per\u00e7u ce Master vis-\u00e0-vis des employeurs ? Quels sont les d\u00e9bouch\u00e9s&nbsp;? Quels sont les liens entre le Master et les entreprises ? <\/li>\n\n\n\n<li>Le r\u00e9seau des anciens est-il actif ? Bien que ce secteur soit tr\u00e8s jeune, il existe d\u00e9j\u00e0 des promotions dipl\u00f4m\u00e9es. Cela peut s\u2019av\u00e9rer tr\u00e8s efficace pour trouver un stage ou un premier emploi. Que font les anciens du Master, quels postes occupent t\u2019ils ? <\/li>\n\n\n\n<li>Et bien-s\u00fbr, sans oublier les \u00e9l\u00e9ments tr\u00e8s pragmatiques : quel est le salaire moyen en sortie d\u2019\u00c9cole, le taux d\u2019employabilit\u00e9 \u00e0 la sortie et le co\u00fbt de cette formation<\/li>\n\n\n\n<li>Comment int\u00e9grer ces formations&nbsp;? Quel est le niveau scientifique requis, les conditions de recrutement ainsi que les \u00e9preuves \u00e0 passer pour int\u00e9grer ce Master&nbsp;? En fonctionne des Masters, il n\u2019est pas forc\u00e9ment n\u00e9cessaire d\u2019avoir un cursus scientifique pr\u00e9alable.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Le secteur de la data est en pleine expansion. Cela est li\u00e9 \u00e0 l\u2019explosion de la quantit\u00e9 de donn\u00e9es stock\u00e9es et disponibles avec l\u2019augmentation des usages d\u2019internet. De nouveaux m\u00e9tiers se sont ainsi cr\u00e9\u00e9s pour traiter et valoriser ces donn\u00e9es : data scientist, data analyst, consultant data\u2026De nombreuses formations dipl\u00f4mantes se sont \u00e9galement cr\u00e9\u00e9es afin [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2811,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1,271],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Choisir son master intelligence artificielle<\/title>\n<meta name=\"description\" content=\"Choisir son master intelligence artificielle\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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