{"id":9982,"date":"2017-10-19T09:32:32","date_gmt":"2017-10-19T07:32:32","guid":{"rendered":"https:\/\/www.mines-stetienne.fr\/panoramines\/?p=9982"},"modified":"2024-03-07T16:46:39","modified_gmt":"2024-03-07T15:46:39","slug":"science-donnees-nouveau-challenge-propose-minesstetienne-total","status":"publish","type":"post","link":"https:\/\/www.mines-stetienne.fr\/panoramines\/2017\/10\/19\/science-donnees-nouveau-challenge-propose-minesstetienne-total\/","title":{"rendered":"Science des donn\u00e9es : un nouveau challenge propos\u00e9 par Mines Saint-\u00c9tienne et Total"},"content":{"rendered":"

Ouvert \u00e0 tous les \u00e9l\u00e8ves des \u00c9coles de l’IMT, du 2 octobre au 22 d\u00e9cembre, cette comp\u00e9tition en Science des Donn\u00e9es, organis\u00e9e par notre \u00c9cole en partenariat avec Total<\/a>, s’inscrit dans une d\u00e9marche p\u00e9dagogique et s’appuie sur une probl\u00e9matique rencontr\u00e9e par les m\u00e9tiers de l’entreprise. Le<\/span> Challenge 2017\u00a0 propose un d\u00e9fi autour de la \u00ab\u00a0Pr\u00e9diction de la performance d\u2019un puits\u00a0\u00bb.
\n<\/span><\/h4>\n

\u00ab\u00a0La Data Science dans son ensemble s’appuie sur des m\u00e9thodes statistiques et algorithmiques relevant de domaines bien identifi\u00e9s : apprentissage statistique, machine learning, data mining\u00a0\u00bb<\/em><\/p>\n

L\u2019objectif de ce challenge est de pr\u00e9dire deux indicateurs de performance<\/strong> : les quantit\u00e9s de gaz et de condensat extraits d\u2019un puits, un an apr\u00e8s sa mise en service, c\u2019est-\u00e0-dire une fois que le syst\u00e8me de production est stabilis\u00e9.<\/p>\n

Tous les \u00e9l\u00e8ves ing\u00e9nieurs <\/strong>de notre \u00c9cole int\u00e9ress\u00e9s sont invit\u00e9s \u00e0 s’inscrire le challenge se poursuit jusqu’au 22 d\u00e9cembre.
\nLes comp\u00e9titeurs doivent fournir les meilleures pr\u00e9visions<\/strong> de production d’un puits de p\u00e9trole \u00e0 partir d’un jeu de donn\u00e9es, afin d’en optimiser le fonctionnement.
\n<\/strong><\/p>\n

Sur un plan p\u00e9dagogique,<\/strong> l’objectif est de favoriser l’appropriation des techniques<\/strong> g\u00e9n\u00e9riques d’apprentissage statistique et de machine learning, en suscitant des aller-retours entre th\u00e9orie et pratique<\/strong> \u00e0 travers ce cas r\u00e9el.<\/p>\n

\u00ab\u00a0D\u00e9veloppez vos mod\u00e8les et trouvez des solutions\u00a0\u00bb<\/h5>\n

D\u00e9j\u00e0 91 participants et 210 contributions<\/strong>, il reste deux mois pour s’inscrire et pour participer !<\/p>\n

Pour une description plus compl\u00e8te du probl\u00e8me, types de fichiers \u00e0 transmettre, acc\u00e8s au r\u00e8glement et autres informations pratiques, rendez-vous ici sur le site du challenge.<\/a><\/p><\/blockquote>\n

Les gagnants seront s\u00e9lectionn\u00e9s \u00e0 la fois sur la qualit\u00e9 pr\u00e9dictive de leur mod\u00e8le, et sur l’\u00e9valuation d’un rapport par un jury compos\u00e9 d’enseignants de l’IMT<\/a> et de repr\u00e9sentants de Total<\/a>.<\/strong> Les trois meilleurs \u00e9tudiants recevront une proposition de stage en Science des Donn\u00e9es \u00e0 Total.<\/p>\n

Contact Mines Saint-\u00c9tienne\u00a0pour l’\u00e9quipe organisatrice : Olivier Roustant<\/a>, Institut Fayol<\/p>\n

\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

Ouvert \u00e0 tous les \u00e9l\u00e8ves des \u00c9coles de l’IMT, du 2 octobre au 22 d\u00e9cembre, cette comp\u00e9tition en Science des Donn\u00e9es, organis\u00e9e par notre \u00c9cole en partenariat avec Total, s’inscrit dans une d\u00e9marche p\u00e9dagogique et s’appuie sur une probl\u00e9matique rencontr\u00e9e …<\/p>\n","protected":false},"author":3,"featured_media":10055,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[8],"tags":[84,97,303],"class_list":["post-9982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-vie-etudiante","tag-challenge","tag-imt","tag-total"],"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","pp_force_visibility":null,"pp_subpost_visibility":null,"pp_inherited_force_visibility":null,"pp_inherited_subpost_visibility":null,"yoast_head":"\nScience des donn\u00e9es : un nouveau challenge propos\u00e9 par Mines Saint-\u00c9tienne et Total - 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