{"id":5936,"date":"2024-12-14T14:59:15","date_gmt":"2024-12-14T14:59:15","guid":{"rendered":"https:\/\/bobea.net\/?p=5936"},"modified":"2024-12-14T14:59:17","modified_gmt":"2024-12-14T14:59:17","slug":"bobea-data-data-scientists-au-feminin-decrypter-le-big-data","status":"publish","type":"post","link":"https:\/\/bobea.net\/index.php\/2024\/12\/14\/bobea-data-data-scientists-au-feminin-decrypter-le-big-data\/","title":{"rendered":"BOBEA DATA : Data scientists au f\u00e9minin \u2014 D\u00e9crypter le big data"},"content":{"rendered":"\n<p>Dans un monde o\u00f9 le big data prend une place pr\u00e9pond\u00e9rante, les data sci\u00aden\u00adtists jouent un r\u00f4le cl\u00e9 dans l\u2019analyse et l\u2019in\u00adter\u00adpr\u00e9\u00adta\u00adtion des don\u00adn\u00e9es. Cet arti\u00adcle met en lumi\u00e8re l\u2019im\u00adpor\u00adtance crois\u00adsante des femmes dans ce domaine dynamique et en con\u00adstante \u00e9vo\u00adlu\u00adtion.<\/p>\n\n\n\n<p>L\u2019im\u00adpor\u00adtance du big data<\/p>\n\n\n\n<p>Le big data fait r\u00e9f\u00e9rence \u00e0 la col\u00adlecte mas\u00adsive de don\u00adn\u00e9es provenant de divers\u00ades sources, allant des r\u00e9seaux soci\u00adaux aux cap\u00adteurs IoT. Selon une \u00e9tude de&nbsp;<em>Gart\u00adner<\/em>, le march\u00e9 mon\u00addi\u00adal du big data devrait attein\u00addre 103 mil\u00adliards de dol\u00adlars d\u2019i\u00adci 2027, soulig\u00adnant ain\u00adsi son impor\u00adtance crois\u00adsante pour les entre\u00adpris\u00ades.<\/p>\n\n\n\n<p>R\u00f4le des data sci\u00aden\u00adtists<\/p>\n\n\n\n<p>Les data sci\u00aden\u00adtists sont respon\u00ads\u00adables de l\u2019ex\u00adtrac\u00adtion d\u2019in\u00adfor\u00adma\u00adtions sig\u00adni\u00adfica\u00adtives \u00e0 par\u00adtir de ces vastes ensem\u00adbles de don\u00adn\u00e9es. Ils utilisent des tech\u00adniques sta\u00adtis\u00adtiques, d\u2019ap\u00adpren\u00adtis\u00adsage automa\u00adtique et d\u2019analyse pr\u00e9\u00addic\u00adtive pour aider les entre\u00adpris\u00ades \u00e0 pren\u00addre des d\u00e9ci\u00adsions \u00e9clair\u00e9es.<\/p>\n\n\n\n<p>Les femmes dans le domaine<\/p>\n\n\n\n<p>Mal\u00adgr\u00e9 leur con\u00adtri\u00adbu\u00adtion essen\u00adtielle, les femmes restent sous-repr\u00e9sen\u00adt\u00e9es dans le domaine du big data :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sta\u00adtis\u00adtiques<\/strong>&nbsp;: Selon une \u00e9tude men\u00e9e par&nbsp;<em>Deloitte<\/em>, seule\u00adment 26 % des postes en sci\u00adence des don\u00adn\u00e9es sont occup\u00e9s par des femmes.<\/li>\n\n\n\n<li><strong>Biais sys\u00adt\u00e9mique<\/strong>&nbsp;: Les st\u00e9r\u00e9o\u00adtypes de genre per\u00adsis\u00adtent, d\u00e9courageant sou\u00advent les jeunes filles d\u2019en\u00advis\u00adager des car\u00adri\u00e8res en STEM (sci\u00adences, tech\u00adnolo\u00adgie, ing\u00e9nierie et math\u00ad\u00e9\u00adma\u00adtiques).<\/li>\n<\/ul>\n\n\n\n<p>Por\u00adtraits de pio\u00adnni\u00e8res<\/p>\n\n\n\n<p>1. Hilary Mason<\/p>\n\n\n\n<p>Co-fon\u00adda\u00adtrice de&nbsp;<em>Fast For\u00adward Labs<\/em>, Hilary Mason est une pio\u00adnni\u00e8re en mati\u00e8re d\u2019ap\u00adpren\u00adtis\u00adsage automa\u00adtique. Elle a \u00e9gale\u00adment \u00e9t\u00e9 respon\u00ads\u00adable sci\u00aden\u00adtifique chez&nbsp;<em>Bit\u00adly<\/em>, o\u00f9 elle a am\u00e9lior\u00e9 l\u2019analyse des don\u00adn\u00e9es.<\/p>\n\n\n\n<p>2. Clau\u00addia Per\u00adlich<\/p>\n\n\n\n<p>Clau\u00addia Per\u00adlich est une experte en sci\u00adence des don\u00adn\u00e9es qui a rem\u00adport\u00e9 plusieurs prix pour ses travaux sur l\u2019ap\u00adpren\u00adtis\u00adsage automa\u00adtique. Elle est actuelle\u00adment direc\u00adtrice sci\u00aden\u00adtifique chez&nbsp;<em>Dstillery<\/em>, o\u00f9 elle utilise le big data pour am\u00e9lior\u00ader la pub\u00adlic\u00adit\u00e9 num\u00e9rique.<\/p>\n\n\n\n<p>3. Cassie Kozyrkov<\/p>\n\n\n\n<p>En tant que Chief Deci\u00adsion Sci\u00aden\u00adtist chez&nbsp;<em>Google<\/em>, Cassie Kozyrkov joue un r\u00f4le cl\u00e9 dans la d\u00e9moc\u00adra\u00adti\u00adsa\u00adtion de l\u2019ac\u00adc\u00e8s aux don\u00adn\u00e9es au sein de l\u2019en\u00adtre\u00adprise. Elle milite \u00e9gale\u00adment pour une meilleure repr\u00e9sen\u00adta\u00adtion des femmes dans le domaine tech\u00adnologique.<\/p>\n\n\n\n<p>Ini\u00adtia\u00adtives pour encour\u00adager les femmes<\/p>\n\n\n\n<p>Des organ\u00adi\u00adsa\u00adtions telles que&nbsp;<strong>Women in Data Sci\u00adence (WiDS)<\/strong>&nbsp;et&nbsp;<strong>Girls Who Code<\/strong>&nbsp;tra\u00advail\u00adlent active\u00adment \u00e0 encour\u00adager les jeunes filles \u00e0 s\u2019en\u00adgager dans le domaine du big data :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Con\u00adf\u00e9rences et ate\u00adliers<\/strong>&nbsp;: Ces \u00e9v\u00e9ne\u00adments offrent aux femmes la pos\u00adsi\u00adbil\u00adit\u00e9 d\u2019ap\u00adpren\u00addre aupr\u00e8s d\u2019ex\u00adpertes du secteur.<\/li>\n\n\n\n<li><strong>Bours\u00ades d\u2019\u00e9\u00adtudes<\/strong>&nbsp;: De nom\u00adbreuses ini\u00adtia\u00adtives offrent un sou\u00adtien financier aux \u00e9tu\u00addi\u00adantes souhai\u00adtant pour\u00adsuiv\u00adre une car\u00adri\u00e8re en sci\u00adence des don\u00adn\u00e9es.<\/li>\n<\/ul>\n\n\n\n<p>Con\u00adclu\u00adsion<\/p>\n\n\n\n<p>Les data sci\u00aden\u00adtists au f\u00e9minin jouent un r\u00f4le cru\u00adcial dans l\u2019analyse du big data et la prise de d\u00e9ci\u00adsion \u00e9clair\u00e9e. En sou\u00adtenant leur d\u00e9veloppe\u00adment pro\u00adfes\u00adsion\u00adnel et en encour\u00adageant davan\u00adtage de femmes \u00e0 entr\u00ader dans ce domaine dynamique, nous pou\u00advons esp\u00e9r\u00ader voir \u00e9merg\u00ader une diver\u00adsit\u00e9 qui enrichi\u00adra notre com\u00adpr\u00e9hen\u00adsion du monde num\u00e9rique.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans un monde o\u00f9 le big data prend une place pr\u00e9pond\u00e9rante, les data sci\u00aden\u00adtists jouent un r\u00f4le cl\u00e9 dans l\u2019analyse et l\u2019in\u00adter\u00adpr\u00e9\u00adta\u00adtion des don\u00adn\u00e9es. Cet arti\u00adcle met en lumi\u00e8re l\u2019im\u00adpor\u00adtance\u2026 <\/p>\n","protected":false},"author":1,"featured_media":5937,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[73],"tags":[8351,8350],"class_list":["post-5936","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-on-en-parle","tag-big-data","tag-data-scientists"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>BOBEA DATA : Data scientists au f\u00e9minin - D\u00e9crypter le big data - Bobea<\/title>\n<meta name=\"description\" content=\"Dans un monde o\u00f9 le big data prend une place pr\u00e9pond\u00e9rante, les data scientists jouent un r\u00f4le cl\u00e9 dans l&#039;analyse et l&#039;interpr\u00e9tation des\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bobea.net\/index.php\/2024\/12\/14\/bobea-data-data-scientists-au-feminin-decrypter-le-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BOBEA DATA : Data scientists au f\u00e9minin - 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