{"id":236361,"date":"2026-01-13T21:00:31","date_gmt":"2026-01-13T20:00:31","guid":{"rendered":"https:\/\/blog.lewagon.com\/?p=236361"},"modified":"2026-01-13T21:17:21","modified_gmt":"2026-01-13T20:17:21","slug":"de-la-curiosite-a-la-confiance-immersion-dans-lexperience-du-bootcamp-data-analytics-a-montreal","status":"publish","type":"post","link":"https:\/\/blog.lewagon.com\/fr\/career\/de-la-curiosite-a-la-confiance-immersion-dans-lexperience-du-bootcamp-data-analytics-a-montreal\/","title":{"rendered":"De la curiosit\u00e9 \u00e0 la confiance: immersion dans l\u2019exp\u00e9rience du bootcamp Data Analytics \u00e0 Montr\u00e9al"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"

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le bootcamp Data Analytics \u00e0 travers les t\u00e9moignages d\u2019alumni et le point de vue d\u2019instructeurs de Le Wagon Montr\u00e9al, Canada.","_yoast_wpseo_title":"Vivre l'exp\u00e9rience du bootcamp Data Analytics Le Wagon Montr\u00e9al","contenu_de_larticle":"Les transitions de carri\u00e8re commencent rarement par un plan clair et structur\u00e9. Le plus souvent, elles naissent de la curiosit\u00e9, d\u2019une passion, et de la prise de conscience qu\u2019il manque quelque chose. Pour trois alumni du bootcamp Data Analytics de Le Wagon Montr\u00e9al<\/a>, ces motivations ont \u00e9merg\u00e9 de parcours tr\u00e8s diff\u00e9rents, mais ont men\u00e9 \u00e0 une m\u00eame d\u00e9cision : <\/span>se lancer dans la data.<\/b>\r\n\r\nDans cet article<\/b>\r\n\r\nDes alumni du bootcamp <\/span>Data Analytics de Le Wagon Montr\u00e9al<\/b> partagent leur parcours, leurs motivations, leur exp\u00e9rience d\u2019apprentissage et les comp\u00e9tences qu\u2019ils ont d\u00e9velopp\u00e9es \u00e0 travers des projets concrets inspir\u00e9s du monde r\u00e9el. Ils ont chacun suivi des formats de formation vari\u00e9s, incluant le temps plein en ligne, le temps plein sur le campus de Montr\u00e9al, et le temps partiel en format hybride.<\/span>\r\n

Des parcours diff\u00e9rents, un int\u00e9r\u00eat commun pour l\u2019analyse de donn\u00e9es<\/b><\/h2>\r\nAvant de rejoindre le bootcamp Data Analytics, James, Jose et Maher avaient d\u00e9j\u00e0 construit une exp\u00e9rience professionnelle dans un domaine diff\u00e9rent.<\/span>\r\n\r\nJames a commenc\u00e9 ses \u00e9tudes en g\u00e9nie m\u00e9canique avant d\u2019obtenir un dipl\u00f4me en administration des affaires. Il a ensuite travaill\u00e9 plus de cinq ans dans des r\u00f4les op\u00e9rationnels au sein de diff\u00e9rentes industries, o\u00f9 il a acquis une \u00ab exposition directe \u00e0 la mani\u00e8re dont les entreprises collectent et exploitent leurs donn\u00e9es pour \u00e9clairer les d\u00e9cisions strat\u00e9giques \u00bb.<\/span>\r\n\r\nJose est ing\u00e9nieur industriel, avec une exp\u00e9rience dans les secteurs du transport maritime et du commerce de d\u00e9tail, ainsi que dans des r\u00f4les plus atypiques comme la plantation d\u2019arbres et l\u2019apiculture.<\/span>\r\n\r\nMaher a travaill\u00e9 pendant 25 ans comme directeur d\u2019usine et des op\u00e9rations dans l\u2019industrie alimentaire et de l\u2019emballage. Il est \u00e9galement titulaire d\u2019une ma\u00eetrise en commerce international de HEC Montr\u00e9al et de plusieurs certifications professionnelles li\u00e9es aux r\u00e9glementations alimentaires et au lean manufacturing.<\/span>\r\n\r\nMalgr\u00e9 ces parcours professionnels diff\u00e9rents, James, Jose et Maher ont chacun exprim\u00e9 des raisons pr\u00e9cises pour lesquelles ils souhaitaient d\u00e9velopper des comp\u00e9tences en data analytics.<\/span>\r\n\r\nJames explique que son int\u00e9r\u00eat s\u2019est construit avec le temps. \u00ab D\u00e8s mon plus jeune \u00e2ge, j\u2019ai \u00e9t\u00e9 fascin\u00e9 par la collecte et l\u2019analyse de donn\u00e9es sportives \u00bb, raconte-t-il. Plus tard dans sa carri\u00e8re, il a r\u00e9alis\u00e9 que \u00ab ma passion pour les math\u00e9matiques et l\u2019analyse manquait dans ma vie professionnelle et j\u2019ai d\u00e9cid\u00e9 qu\u2019il \u00e9tait temps d\u2019op\u00e9rer un changement de carri\u00e8re \u00bb.<\/span>\r\n\r\nJose \u00e9voque \u00e0 la fois la curiosit\u00e9 et des consid\u00e9rations li\u00e9es \u00e0 sa carri\u00e8re. \u00ab Je voulais \u00e9voluer vers un m\u00e9tier qui soit plus stable, tout en restant stimulant \u00bb, explique-t'il. \u00ab L\u2019id\u00e9e de d\u00e9couvrir des histoires derri\u00e8re les donn\u00e9es est ce qui m\u2019a vraiment attir\u00e9 \u00bb.<\/span>\r\n\r\nMaher relie quant \u00e0 lui sa motivation aux transformations observ\u00e9es dans son secteur. \u00ab J\u2019ai vu l\u2019\u00e9norme \u00e9volution technologique \u00e0 l\u2019int\u00e9rieur des usines o\u00f9 j\u2019ai travaill\u00e9 \u00bb, explique-t-il, en faisant r\u00e9f\u00e9rence \u00e0 \u00ab l\u2019augmentation du volume de donn\u00e9es collect\u00e9es et \u00e0 la sophistication des KPI, passant d\u2019indicateurs retard\u00e9s \u00e0 des indicateurs avanc\u00e9s \u00bb.\u00a0<\/span>\r\n
Pour lui, \u00abla nouvelle \u00e8re repose sur les mod\u00e8les pr\u00e9dictifs et sur la mani\u00e8re d\u2019exploiter toutes les donn\u00e9es que nous sommes capables de collecter aujourd\u2019hui\u00bb.<\/span><\/em><\/blockquote>\r\n

Pourquoi ils ont choisi Le Wagon Montr\u00e9al<\/b><\/h2>\r\nLorsqu\u2019ils expliquent pourquoi ils ont choisi Le Wagon Montr\u00e9al, les alumni \u00e9voquent l<\/span>e format du programme, l\u2019approche p\u00e9dagogique et sa r\u00e9putation<\/b>.<\/span>\r\n\r\nPour James, la possibilit\u00e9 de suivre une formation intensive \u00e0 temps plein a \u00e9t\u00e9 d\u00e9terminante. \u00abLa principale raison pour laquelle j\u2019ai choisi Le Wagon \u00e9tait la possibilit\u00e9 de changer de carri\u00e8re en seulement deux mois \u00bb, explique-t-il, en pr\u00e9cisant que de nombreux autres programmes qu\u2019il avait \u00e9tudi\u00e9s ne proposaient pas de format \u00e0 temps plein.<\/span>\r\n\r\nMaher mentionne \u00e0 la fois des pr\u00e9f\u00e9rences personnelles ainsi que des avis et des contacts en Europe et au Br\u00e9sil qui l\u2019ont convaincu de suivre le programme.<\/span>\r\n\r\nJose, quant \u00e0 lui, met en avant l\u2019environnement d\u2019apprentissage. \u00abJ\u2019ai choisi Le Wagon parce que j\u2019aimais avoir la possibilit\u00e9 d\u2019apprendre sur le campus avec des enseignants en pr\u00e9sentiel\u00bb, explique-t-il.\u00a0<\/span>\r\n
Il ajoute avoir \u00e9t\u00e9 \u00abvraiment convaincu par le programme et par leur approche pratique\u00bb.<\/span><\/i><\/blockquote>\r\n

Apprendre par la pratique dans un bootcamp Data Analytics<\/b><\/h2>\r\nPendant le bootcamp, les alumni soulignent diff\u00e9rents moments et aspects marquants de l\u2019exp\u00e9rience.<\/span>\r\n\r\nPour James, ce sont avant tout <\/span>les relations humaines qui ont marqu\u00e9 son parcours<\/b>. \u00ab Mes meilleurs souvenirs du bootcamp sont les amiti\u00e9s que j\u2019ai nou\u00e9es avec mes camarades et les instructeurs \u00bb, raconte-t-il. Il d\u00e9crit un \u00ab environnement d\u2019apprentissage collaboratif et bienveillant \u00bb. Maher a lui aussi particuli\u00e8rement appr\u00e9ci\u00e9 l\u2019\u00e9quipe p\u00e9dagogique, \u00e9voquant \u00ab les enseignants et leur passion contagieuse \u00bb.<\/span>\r\n\r\nJose souligne un moment cl\u00e9 du programme. \u00ab Le Demo Day a clairement \u00e9t\u00e9 mon moment pr\u00e9f\u00e9r\u00e9 \u00bb, explique-t-il, en pr\u00e9cisant que c\u2019est \u00e0 ce moment-l\u00e0 que les participants peuvent pr\u00e9senter le fruit de leur travail et voir l\u2019ensemble du parcours prendre forme.<\/span>\r\n\r\n\"Jose\r\n\r\nLes trois alumni \u00e9voquent \u00e9galement l\u2019approche d\u2019apprentissage par la pratique qui structure le programme.<\/span>\r\n\r\nJames remarque que les jeux de donn\u00e9es utilis\u00e9s lui semblaient familiers. \u00ab J\u2019ai \u00e9t\u00e9 surpris de constater \u00e0 quel point les donn\u00e9es analys\u00e9es pendant la formation ressemblaient \u00e0 celles que j\u2019avais vu plus t\u00f4t dans ma carri\u00e8re \u00bb, explique-t-il. Il ajoute que <\/span>cette approche \u00ab rend l\u2019apprentissage plus concret et permet de se projeter facilement dans l\u2019utilisation de ses comp\u00e9tences \u00e0 l\u2019\u00e9tape suivante de sa carri\u00e8re<\/b> \u00bb.<\/span>\r\n\r\nJose d\u00e9crit l\u2019impact imm\u00e9diat de la pratique. \u00abLe fait de pouvoir pratiquer juste apr\u00e8s avoir appris rend les concepts beaucoup plus faciles \u00e0 assimiler\u00bb, explique-t-il, ajoutant que cela l\u2019a aid\u00e9 \u00e0 identifier les points qu\u2019il devait encore renforcer.<\/span>\r\n
\u00a0\u00ab Le fait de pouvoir pratiquer juste apr\u00e8s avoir appris rend les concepts beaucoup plus faciles \u00e0 assimiler.\u00bb<\/span><\/i><\/blockquote>\r\n

Des comp\u00e9tences en analyse de donn\u00e9es aux projets concrets<\/b><\/h2>\r\n\u00c0 la fin du bootcamp, les alumni d\u00e9crivent des comp\u00e9tences concr\u00e8tes qu\u2019ils ont d\u00e9velopp\u00e9es.<\/span>\r\n\r\nJames met en avant ses progr\u00e8s techniques. \u00ab J\u2019ai \u00e9t\u00e9 particuli\u00e8rement surpris par le d\u00e9veloppement de mes comp\u00e9tences en SQL et en Python \u00bb, explique-t-il.\u00a0<\/span>\r\n\r\nApr\u00e8s avoir termin\u00e9 le projet final, il se sentait \u00ab extr\u00eamement confiant dans les comp\u00e9tences en programmation acquises pendant le bootcamp \u00bb.<\/span><\/i>\r\n\r\nJose se concentre sur un ensemble de comp\u00e9tences plus large. \u00ab Je pense que j\u2019ai surtout d\u00e9velopp\u00e9 mes comp\u00e9tences en storytelling \u00bb, explique-t-il, ainsi qu\u2019<\/span>une meilleure capacit\u00e9 \u00e0 structurer les donn\u00e9es et \u00e0 les transformer en \u00e9l\u00e9ments \u00e0 forte valeur ajout\u00e9e<\/b>.<\/span>\r\n\r\nMaher d\u00e9crit une \u00e9volution dans sa mani\u00e8re de travailler avec la donn\u00e9e. \u00ab L\u2019identification, le nettoyage des donn\u00e9es et la mani\u00e8re dont je pr\u00e9pare un plan de jeu pour construire le bon pipeline de donn\u00e9es et, au final, le tableau de bord dynamique dont j\u2019ai besoin\u00bb.<\/span>\r\n\r\nJames qualifie \u00e9galement les projets de \u00ab particuli\u00e8rement enrichissants \u00bb, soulignant qu\u2019ils ont permis de <\/span>mettre en pratique l\u2019ensemble des comp\u00e9tences acquises<\/b>.<\/span>\r\n

Un accompagnement tout au long du bootcamp<\/b><\/h2>\r\nTout au long du bootcamp, les retours des instructeurs et des assistants p\u00e9dagogiques ont jou\u00e9 un r\u00f4le important.<\/span>\r\n\r\nJames d\u00e9crit les instructeurs comme \u00ab comp\u00e9tents, disponibles et bienveillants \u00bb, ajoutant qu\u2019il a toujours eu le sentiment qu\u2019ils \u00e9taient pleinement investis dans son apprentissage.<\/span>\r\n\r\nJose insiste sur la <\/span>r\u00e9activit\u00e9 de l\u2019\u00e9quipe p\u00e9dagogique<\/b>. \u00ab Avoir des enseignants capables de r\u00e9pondre rapidement \u00e0 mes questions a \u00e9t\u00e9 un v\u00e9ritable game-changer \u00bb, explique-t-il, soulignant que cela lui a permis de garder un bon rythme tout au long de la formation.<\/span>\r\n
\u00ab Avoir des enseignants capables de r\u00e9pondre rapidement \u00e0 mes questions a \u00e9t\u00e9 un v\u00e9ritable game-changer.\u00bb<\/span><\/i><\/blockquote>\r\nMaher r\u00e9sume son exp\u00e9rience en disant : \u00ab Ils \u00e9taient passionn\u00e9s et trouvaient toujours une solution \u00e0 chaque d\u00e9fi que je rencontrais \u00bb.<\/span>\r\n

Point de vue de l\u2019instructeur : des comp\u00e9tences au-del\u00e0 des outils<\/b><\/h2>\r\nDu point de vue de l\u2019\u00e9quipe p\u00e9dagogique, la valeur du bootcamp Data Analytics r\u00e9side dans la mani\u00e8re dont<\/span> l\u2019apprentissage technique est reli\u00e9 aux enjeux business<\/b>.<\/span>\r\n\r\nSelon Hossein, Lead Teacher du bootcamp Data Analytics, le programme \u00ab couvre un large \u00e9ventail d\u2019outils et de comp\u00e9tences, ce qui le rend pertinent pour des entreprises \u00e0 diff\u00e9rents niveaux de maturit\u00e9 data \u00bb. Cette diversit\u00e9 permet aux \u00e9tudiants d\u2019 \u00ab adapter leurs connaissances \u00e0 des environnements business vari\u00e9s \u00bb.<\/span>\r\n\r\nAu-del\u00e0 des comp\u00e9tences techniques, Hossein souligne la mani\u00e8re dont les \u00e9tudiant\u00b7es apprennent \u00e0 aborder les probl\u00e9matiques.\u00a0<\/span>\r\n
\u00ab Les \u00e9tudiant\u00b7es renforcent leur pens\u00e9e analytique en travaillant sur des probl\u00e9matiques orient\u00e9es business \u00bb, notamment en apprenant \u00ab \u00e0 cadrer les probl\u00e8mes et \u00e0 communiquer efficacement leurs analyses \u00bb.<\/span><\/i><\/blockquote>\r\nSelon lui, la plus grande force de la m\u00e9thodologie ne r\u00e9side pas dans l\u2019acc\u00e8s aux outils, mais dans la fa\u00e7on de penser. <\/span>\u00ab La vraie valeur du bootcamp r\u00e9side dans le fait de donner aux \u00e9tudiant\u00b7es le vocabulaire et l\u2019\u00e9tat d\u2019esprit de la data analytics \u00bb<\/b>, afin de les aider \u00e0 \u00ab savoir quoi chercher, comment poser les bonnes questions et comment choisir la bonne approche face \u00e0 des probl\u00e9matiques d\u2019affaires \u00bb.<\/span>\r\n

Envie de passer \u00e0 la prochaine \u00e9tape ?<\/b><\/h2>\r\nSi vous \u00eates curieux ou curieuse d\u2019explorer l\u2019analyse de donn\u00e9es dans un environnement d\u2019apprentissage pratique et concret, vous pouvez consulter nos prochaines sessions du <\/a><\/span>bootcamp Data Analytics \u00e0 Montr\u00e9al<\/b> ou envoyer votre candidature pour rejoindre la prochaine cohorte de <\/a><\/span>Le Wagon Montr\u00e9al<\/b>.<\/span>","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":"","_lien_du_bouton_de_la_banniere":"field_6422eda54a96a","yoast_head":"\nVivre l'exp\u00e9rience du bootcamp Data Analytics Le Wagon Montr\u00e9al<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez le bootcamp Data 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