{"id":127,"date":"2018-11-29T13:07:01","date_gmt":"2018-11-29T12:07:01","guid":{"rendered":"https:\/\/abramatic.io\/?page_id=127"},"modified":"2021-04-04T05:16:27","modified_gmt":"2021-04-04T03:16:27","slug":"solutions","status":"publish","type":"page","link":"https:\/\/abramatic.io\/index.php\/offre_services\/solutions\/","title":{"rendered":"Solutions"},"content":{"rendered":"\n<p>Nous pouvons vous aider dans l&#8217;exploration et le d\u00e9veloppement de solutions de valorisation des donn\u00e9es gr\u00e2ce \u00e0 la data science.<\/p>\n\n\n<h1><strong>EXPLORATION<\/strong><\/h1>\n<p>Sur des questions innovantes, la d\u00e9finition pr\u00e9cise d\u2019un projet est une \u00e9tape clef.<\/p>\n<p>Nous proposons de r\u00e9aliser des \u00e9tudes exploratoires en vue d\u2019engager des projets de data science en lien avec une question pr\u00e9cise. Sans aller jusqu\u2019\u00e0 la mise en \u0153uvre op\u00e9rationnelle ces \u00e9tudes ont pour objectif de<\/p>\n<p>\u2013D\u00e9montrer la capacit\u00e9 des donn\u00e9es \u00e0 r\u00e9pondre \u00e0 cette question avec le niveau de confiance attendu<\/p>\n<p>\u2013Identifier les algorithmes les mieux adapt\u00e9s au contexte op\u00e9rationnel vis\u00e9<\/p>\n<p>Cette analyse permet de d\u00e9finir le cadrage du projet<\/p>\n<p>La dur\u00e9e d\u2019une telle \u00e9tude d\u00e9pend du sujet trait\u00e9. Nous la d\u00e9coupons en quatre temps<\/p>\n<ul>\n<li>Formalisation de la question \u00e0 traiter<\/li>\n<li>V\u00e9rification de la capacit\u00e9 des donn\u00e9es disponibles \u00e0 apporter une r\u00e9ponse \u00e0 cette question et identification des variables n\u00e9cessaires<\/li>\n<li>Identification d\u2019un algorithme optimal et des objectifs atteignables<\/li>\n<li>Cadrage du projet<\/li>\n<\/ul>\n<h1><strong>FAISABILITE<\/strong><\/h1>\n<p>La r\u00e9ussite d\u2019un projet de data science d\u00e9pend de nombreux facteurs. Il est donc important de v\u00e9rifier si les conditions sont r\u00e9unies pour engager un tel projet.<\/p>\n<p>Nous pouvons examiner ces facteurs de r\u00e9ussite. L\u2019analyse de la faisabilit\u00e9 d\u2019un projet de data science porte sur<\/p>\n<ul>\n<li>Les objectifs du projet<\/li>\n<li>Les donn\u00e9es disponibles<\/li>\n<li>La m\u00e9thode de d\u00e9veloppement et le planning<\/li>\n<li>Les orientations techniques mat\u00e9rielles, logicielles et algorithmiques<\/li>\n<li>La composition et les comp\u00e9tences de l\u2019\u00e9quipe<\/li>\n<\/ul>\n<p>Cette analyse permet d\u2019identifier<\/p>\n<ul>\n<li>Des risques et des axes de progr\u00e8s<\/li>\n<li>Des besoins de formation<\/li>\n<\/ul>\n<h1><strong>ASSISTANCE A MAITRISE D&#8217;OUVRAGE<\/strong><\/h1>\n<p>Un projet de data science n\u00e9cessite de r\u00e9unir trois expertises fortes. En premier il s&#8217;agit de la connaissance du domaine m\u00e9tier concern\u00e9 pour utiliser des donn\u00e9es pertinentes. La deuxi\u00e8me porte sur le domaine des math\u00e9matiques pour les analyser avec rigueur. Et la troisi\u00e8me\u00a0 concerne le domaine informatique afin de mettre en \u0153uvre les technologies adapt\u00e9es.<\/p>\n<p>Par notre expertise et notre exp\u00e9rience nous vous aidons \u00e0 d\u00e9finir, piloter et exploiter le projet en apportant conseil et assistance et en \u00e9tant force de proposition. Nous pouvons intervenir sur tout ou partie des phases du projet de l\u2019expression des besoins \u00e0 la mise en \u0153uvre op\u00e9rationnelle et la formation des acteurs impliqu\u00e9s.<\/p>\n<p>Nous portons une attention particuli\u00e8re \u00e0<\/p>\n<ul>\n<li>La pertinence et la rigueur des hypoth\u00e8ses<\/li>\n<li>La qualit\u00e9 des documents de sp\u00e9cification, conception et du plan de test<\/li>\n<li>Les crit\u00e8res d\u2019exploitation en particulier dans un contexte temps r\u00e9el<\/li>\n<li>Les indicateurs de r\u00e9sultat<\/li>\n<\/ul>\n<h1><strong>CONTRIBUTION A PROJET<\/strong><\/h1>\n<p>Certains projets pr\u00e9sentent un niveau de complexit\u00e9 qui rend n\u00e9cessaire l\u2019intervention d\u2019experts ou de personnes d\u2019exp\u00e9rience.<\/p>\n<p>Nous pouvons intervenir comme expert dans la r\u00e9alisation d\u2019un projet de data science sur les questions suivantes<\/p>\n<ul>\n<li>Conception des analyses \u00e0 r\u00e9aliser<\/li>\n<li>Mise en \u0153uvre des m\u00e9thodes d\u2019analyse en R ou Python dans un environnement Spark<\/li>\n<li>Structuration des donn\u00e9es dans un environnement big data<\/li>\n<li>Pr\u00e9paration des donn\u00e9es<\/li>\n<li>Production des rapports avec PowerBi, Tableau Software ou les librairies open source avec R ou Python<\/li>\n<li>Test et qualification des mod\u00e8les<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Nous pouvons vous aider dans l&#8217;exploration et le d\u00e9veloppement de solutions de valorisation des donn\u00e9es gr\u00e2ce \u00e0 la data science. EXPLORATION Sur des questions innovantes, la d\u00e9finition pr\u00e9cise d\u2019un projet est une \u00e9tape clef. Nous proposons de r\u00e9aliser des \u00e9tudes exploratoires en vue d\u2019engager des projets de data science en lien avec une question pr\u00e9cise. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/abramatic.io\/index.php\/offre_services\/solutions\/\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Solutions&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":87,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Solutions - Abramatic Consulting - Data Science Expertise<\/title>\n<meta name=\"description\" content=\"nous intervenons pour l&#039;exploration et le d\u00e9veloppement de solutions de valorisation des donn\u00e9es gr\u00e2ce \u00e0 la data science\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/abramatic.io\/index.php\/offre_services\/solutions\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Solutions - 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