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7 semaines de bootcamp en Data Science, les deux derni\u00e8res semaines sont consacr\u00e9es \u00e0 un projet de groupe qui est pr\u00e9sent\u00e9 lors du Demo Day. Retour sur le projet de Catherine, Florent et Cl\u00e9mence : Deep4Deep en collaboration avec les \u00e9quipes de BPIfrance pour d\u00e9terminer si une entreprise est deeptech ou pas !","_yoast_wpseo_title":"Deep4Deep un projet 100% data en collaboration avec BPI | Le Wagon","contenu_de_larticle":"<h3>Quel est ton parcours et pourquoi as tu souhait\u00e9 te former \u00e0 la data science ?&nbsp;<\/h3><div><strong>Catherine :<\/strong> Depuis ma sortie d\u2019\u00e9cole en 2014, j\u2019ai occup\u00e9 diff\u00e9rents postes dans les services financiers (analyste en financement d\u2019acquisition, inspectrice bancaire, consultante). Bien qu\u2019ayant des responsabilit\u00e9s diff\u00e9rentes, ces postes n\u00e9cessitaient de manipuler des donn\u00e9es afin de sortir des analyses critiques. <strong>Face aux difficult\u00e9s rencontr\u00e9es lors des r\u00e9cup\u00e9rations de donn\u00e9es et \u00e0 l\u2019importance grandissante de la data au sein des entreprises, j\u2019ai d\u00e9cid\u00e9 d\u2019apprendre \u00e0 coder en Python lors du premier confinement pour me former \u00e0 la data science.<\/strong><br><br><\/div><div><strong>Florent :<\/strong> Je suis ing\u00e9nieur mat\u00e9riaux dans l\u2019industrie pour l\u2019entreprise Saint-Gobain. Pendant un cong\u00e9 parental j\u2019ai d\u00e9cid\u00e9 de me former \u00e0 la programmation (via des MOOCs) et \u00e0 la data. <strong>Je souhaitais combiner ma connaissance des proc\u00e9d\u00e9s industriels avec celles de la data science afin d\u2019am\u00e9liorer nos lignes de production.<br><br>Cl\u00e9mence : <\/strong>&nbsp;Mes \u00e9tudes initiales \u00e9taient dans l'informatique, mais ensuite je ne l'ai pas pratiqu\u00e9e pendant longtemps. Depuis un an ou deux je m'\u00e9tais mise \u00e0 python, occasionnellement, en support de mon m\u00e9tier de conseil en transformation digitale. Rejoindre le Wagon \u00e9tait une fa\u00e7on de d\u00e9passer le \"occasionnellement\" et d'aller un peu plus loin.<br><br><\/div><div><br><\/div><h3>Peux-tu r\u00e9sumer la d\u00e9marche que vous avez suivi pour r\u00e9aliser votre projet ?&nbsp;<\/h3><div><strong>Florent : <\/strong>Notre projet Deep4Deep \u00e9tait en collaboration avec <a href=\"https:\/\/www.bpifrance.fr\/\">BPIfrance<\/a>&nbsp; et avait pour objectif de d\u00e9terminer si une entreprise est deeptech ou pas.<strong> Pour r\u00e9aliser ce projet, nous avons utilis\u00e9 des donn\u00e9es sur les entreprises deeptech consultables par API et des donn\u00e9es que nous avons scrapp\u00e9 sur le web : description textuelle de ces entreprises, profils des employ\u00e9s sur LinkedIn. <\/strong>Nous avons ensuite appliqu\u00e9 des mod\u00e8les de classification (algorithme <a href=\"https:\/\/fr.wikipedia.org\/wiki\/For%C3%AAt_d%27arbres_d%C3%A9cisionnels\">Random Forest<\/a>) et de r\u00e9seau de neurone pour les donn\u00e9es textuelles, avec un vote final.<\/div><div><br><strong>Cl\u00e9mence :<\/strong> Nous avons \"fait voter\" deux types de mod\u00e8les travaillant sur deux types de donn\u00e9es diff\u00e9rentes. Un mod\u00e8le principal que Florent a d\u00e9crit,&nbsp; dont certaines donn\u00e9es au moins sont toujours disponibles et qui a donc toujours un avis sur le diagnostic qu'on lui demande (est-ce qu'une startup donn\u00e9e est une deep tech ?). Et un mod\u00e8le secondaire qui analyse uniquement la description de la startup \u00e0 partir de deux sources (Dont&nbsp; Florent a parl\u00e9 et qui sapphire sur un&nbsp; r\u00e9seau de neurones). <br><br><a href=\"https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/8cba8ba5fbf1c46c06e83bd0fcef8765.jpg\" data-trix-attachment=\"{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;filename&quot;:&quot;JB2_4282-min.jpg&quot;,&quot;filesize&quot;:665358,&quot;height&quot;:3938,&quot;href&quot;:&quot;https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/8cba8ba5fbf1c46c06e83bd0fcef8765.jpg&quot;,&quot;url&quot;:&quot;https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/8cba8ba5fbf1c46c06e83bd0fcef8765.jpg&quot;,&quot;width&quot;:5918}\" data-trix-content-type=\"image\/jpeg\" data-trix-attributes=\"{&quot;caption&quot;:&quot;Cl\u00e9mence en pleine pr\u00e9paration de son speech au demo day.&quot;}\"><figure class=\"attachment attachment--preview attachment--jpg\"><img src=\"https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/8cba8ba5fbf1c46c06e83bd0fcef8765.jpg\" width=\"5918\" height=\"3938\"><figcaption class=\"attachment__caption attachment__caption--edited\">Cl\u00e9mence en pleine pr\u00e9paration de son speech au demo day.<\/figcaption><\/figure><\/a><br>Ce second mod\u00e8le n'a pas toujours d'opinion, car il arrive que nous deux sources de donn\u00e9es soient vides, mais quand il en a une, c'est la qu'on associe les r\u00e9ponses de nous deux mod\u00e8les. Et on peut les associer de fa\u00e7on diff\u00e9rente selon l'objectif : si on veut maximiser le recall, par exemple pour attribuer des financements o\u00f9 on veut consid\u00e9rer toutes les entreprises potentiellement \u00e9ligibles, on prend le minimum, si au contraire on veut maximiser la pr\u00e9cision, par exemple pour faire une veille seulement sur les entreprise \u00e9trang\u00e8res qui sont tr\u00e8s probablement des deep techs, on prend le maximum. Et pour un \u00e9quilibre, on les \"fait voter\" de mani\u00e8re \u00e9galitaire.<br><br>Le second mod\u00e8le, celui qui \u00e9valuait le texte, faisait du \"transfer learning\", en ce qu'il s'appuyait sur un mod\u00e8le d\u00e9j\u00e0 entra\u00een\u00e9 sur un corpus d'articles de news et Wikipedia. \u00c7a nous a pos\u00e9 pas mal de probl\u00e8mes pour le d\u00e9ployer sous forme d'API sur un container docker sans qu'il ne recharge ce corpus \u00e0 chaque fois, ce qui le rendait trop lent. Pour \u00eatre honn\u00eate, sur ce point pr\u00e9cis on n'aurait jamais r\u00e9ussi sans un coup de main s\u00e9rieux des teachers du Wagon&nbsp;<\/div><div><br><a href=\"https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/6ad1a7292d839b64148403f323c9dab6.jpg\" data-trix-attachment=\"{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;filename&quot;:&quot;JB2_4143.jpg&quot;,&quot;filesize&quot;:682658,&quot;height&quot;:3840,&quot;href&quot;:&quot;https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/6ad1a7292d839b64148403f323c9dab6.jpg&quot;,&quot;url&quot;:&quot;https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/6ad1a7292d839b64148403f323c9dab6.jpg&quot;,&quot;width&quot;:5771}\" data-trix-content-type=\"image\/jpeg\" data-trix-attributes=\"{&quot;caption&quot;:&quot;Cl\u00e9mence, Catherine et Florent&quot;}\"><figure class=\"attachment attachment--preview attachment--jpg\"><img src=\"https:\/\/res.cloudinary.com\/wagon\/image\/upload\/v1\/store\/6ad1a7292d839b64148403f323c9dab6.jpg\" width=\"5771\" height=\"3840\"><figcaption class=\"attachment__caption attachment__caption--edited\">Cl\u00e9mence, Catherine et Florent<\/figcaption><\/figure><\/a><br><br><\/div><h3>Qui \u00e9tait les membres de ton \u00e9quipe et comment vous-\u00eates vous organis\u00e9.e.s ?<\/h3><div><strong>Florent :<\/strong> Catherine, Cl\u00e9mence et moi-m\u00eame constituions l'\u00e9quipe, avec une forte implication de notre client Nicolas Tournaud de la BPI. Nous avons pu r\u00e9partir tr\u00e8s efficacement nos actions entre l\u2019am\u00e9lioration du mod\u00e8le utilis\u00e9 par le groupe pr\u00e9c\u00e9dent, l\u2019apport de donn\u00e9es nouvelles sur les profils des employ\u00e9s des entreprises, et la classification des donn\u00e9es textuelles par r\u00e9seau de neurones. Nous avons tout branch\u00e9 ensemble 2h avant la pr\u00e9sentation finale !<\/div><div><br><\/div><div><strong>Catherine :<\/strong> Pour compl\u00e9ter la r\u00e9ponse de Flo, le suspense \u00e9tait \u00e0 son comble lors du Demo Day. On a fini le branchement des mod\u00e8les tout en pr\u00e9parant la pr\u00e9sentation. C'\u00e9tait la course jusqu\u2019au dernier moment. <strong>Malgr\u00e9 tous les bugs de derni\u00e8res minutes, on s\u2019en est sorti ! Le bon \u00e9tat d\u2019esprit dans l\u2019\u00e9quipe a beaucoup aid\u00e9.&nbsp;<\/strong><\/div><div><br><strong>Cl\u00e9mence : Tout a \u00e9t\u00e9 dit, j<\/strong>'ajouterai juste que l'ambiance \u00e9tait excellente et que je consid\u00e8re les membres de l'\u00e9quipe comme des amis depuis ce sprint.<\/div><div><br><\/div><h3>Quels sont tes projets pour la suite ?<\/h3><div><strong>Florent :<\/strong> Saint-Gobain m\u2019a propos\u00e9 un poste de responsable data-science pour les lignes industriels de rev\u00eatement de couche d\u2019isolation thermique et de contr\u00f4le solaire pour le vitrage, des proc\u00e9d\u00e9s et produits sur lesquels j\u2019ai r\u00e9alis\u00e9s des d\u00e9veloppements R&amp;D dans mes postes pr\u00e9c\u00e9dents. <strong>D\u00e9sormais je vais traiter de ces m\u00eames sujets mais sous l\u2019angle de la data.<br><br>Cl\u00e9mence : J'ai repris un poste de conseil en strat\u00e9gie de transformation digitale, qui est un m\u00e9tier que j'adore, dans un cabinet super et tr\u00e8s humain, Kearney. <\/strong>Je ne pratique donc pas beaucoup la data science, mais l'exp\u00e9rience Wagon reste pr\u00e9cieuse tant pour ce qu'elle m'a appris sur les bonnes pratiques de collaboration et de scaling, que pour les moments o\u00f9 python peut bien aider dans l'analyse de donn\u00e9es ou le prototypage de solutions les de missions de conseil et \u00e7a a \u00e9t\u00e9 un excellent moment.<\/div><div><br><strong>Catherine :<\/strong> En parall\u00e8le de ma recherche de poste en Data Science, je suis TA pour le batch 552. <strong>J\u2019ai aussi rejoint la grande famille de Data for Good afin de participer \u00e0 des projets mettant la data au service de la soci\u00e9t\u00e9.<\/strong> L\u2019id\u00e9e est de continuer \u00e0 pratiquer le code, \u00e0 renforcer les bases enseign\u00e9es par le Wagon et \u00e0 acqu\u00e9rir davantage de connaissances sur la data.&nbsp;<\/div><div><br><br><\/div><h3>Un conseil \u00e0 donner aux personnes qui souhaitent suivre la formation ?<\/h3><div><strong>Cl\u00e9mence :<\/strong> \u00c0 ceux.celles qui voudraient rejoindre la <a href=\"https:\/\/www.lewagon.com\/fr\/data-science-course\/full-time\">formation Data Science<\/a> du Wagon et qui h\u00e9sitent : allez-y, \u00e7a vaut le temps et l'investissement. \u00c0 ceux.celles qui se sont d\u00e9j\u00e0 engag\u00e9.e.s : <strong>d\u00e9gagez au maximum votre temps pour en profiter compl\u00e8tement<\/strong>, conseil venant de quelqu'un qui a pass\u00e9 des entretiens en m\u00eame temps et a regrett\u00e9 de rater quelques bons moments !<br><br><\/div><div><strong>Florent :<\/strong> C\u2019est tr\u00e8s utile d\u2019avoir d\u00e9j\u00e0 une bon niveau de programmation. Je conseille de faire le <a href=\"https:\/\/online-learning.harvard.edu\/course\/cs50-introduction-computer-science?delta=0\">MOOC de Harvard CS50-Introduction \u00e0 la programmation<\/a>, dont les exercices de code (ne pas se contenter des vid\u00e9os !) qui sont d\u2019un niveau assez \u00e9lev\u00e9, et pourquoi pas un 2\u00e8me MOOC de follow-up \u00e9galement d'Harvard.<br><br><\/div><div><strong>Catherine :<\/strong> Ayez de bonnes bases en Python pour pouvoir se concentrer sur les sujets de <a href=\"https:\/\/www.lewagon.com\/fr\/metiers-tech\/data-science\/machine-learning-engineer\">Machine Learning<\/a> et Deep Learning pendant le bootcamp. Les exercises comme les katas de Codewars, sont importants pour assimiler le langage. Enfin \u201c<strong>Practice makes perfect. After a long time of practicing, our work will become natural, skillfull, swift, and steady.<\/strong>\u201d \u2014 Bruce Lee<\/div>","_contenu_de_larticle":null,"titre_de_la_banniere":null,"_titre_de_la_banniere":null,"paragraphe_de_la_banniere":null,"_paragraphe_de_la_banniere":null,"intitule_du_bouton_de_la_banniere":null,"_intitule_du_bouton_de_la_banniere":null,"lien_du_bouton_de_la_banniere":null,"_lien_du_bouton_de_la_banniere":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Deep4Deep un projet 100% data en collaboration avec BPI | Le Wagon<\/title>\n<meta name=\"description\" content=\"Apr\u00e8s 7 semaines de bootcamp en Data Science, les deux derni\u00e8res semaines sont consacr\u00e9es \u00e0 un projet de groupe qui est pr\u00e9sent\u00e9 lors du Demo Day. 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