{"id":1051807,"date":"2025-10-01T13:32:10","date_gmt":"2025-10-01T11:32:10","guid":{"rendered":"https:\/\/kpcgroup.fr\/?p=1051807"},"modified":"2025-11-28T13:32:44","modified_gmt":"2025-11-28T12:32:44","slug":"construire-une-stack-data-ia-moderne-avec-snowflake-la-masterclass-kpc","status":"publish","type":"post","link":"https:\/\/kpcgroup.fr\/fr_ca\/construire-une-stack-data-ia-moderne-avec-snowflake-la-masterclass-kpc\/","title":{"rendered":"Construire une stack Data & IA moderne avec Snowflake : la masterclass KPC"},"content":{"rendered":"
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De l\u2019\u00e9volution du Data Warehouse \u00e0 l\u2019int\u00e9gration de l\u2019IA g\u00e9n\u00e9rative, d\u00e9couvrez pourquoi cette plateforme s\u2019impose comme un socle incontournable pour les entreprises.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Dans ce nouvel \u00e9pisode du podcast DataGen de Robin Conquet,\u00a0 Mickael Kuentz<\/span>, Directeur Data & IA chez KPC, d\u00e9voile les cl\u00e9s pour b\u00e2tir une architecture Data et IA performante gr\u00e2ce \u00e0 Snowflake<\/a>.<\/h6>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Snowflake, lib\u00e9rer la donn\u00e9e pour mieux l\u2019exploiter<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Snowflake est n\u00e9 d\u2019une promesse simple : s\u00e9parer le calcul du stockage pour lever les limites des plateformes traditionnelles. R\u00e9sultat : des traitements ultra-rapides, m\u00eame sur de tr\u00e8s gros volumes de donn\u00e9es. Comme le rappelle Mickael Kuentz, \u00ab<\/strong><\/em> Snowflake a lib\u00e9r\u00e9 la donn\u00e9e<\/strong> <\/em>\u00bb en rendant possible l\u2019interrogation fluide de milliards de lignes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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De l\u2019entrep\u00f4t de donn\u00e9es \u00e0 la plateforme compl\u00e8te<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Initialement con\u00e7u comme un Data Warehouse, Snowflake a rapidement \u00e9largi son champ d\u2019action. Aujourd\u2019hui, la plateforme couvre tous les workloads de la modern data stack : ingestion, transformation, visualisation, machine learning, IA g\u00e9n\u00e9rative et m\u00eame le d\u00e9veloppement applicatif.
Avec des outils comme Streamlit et Snowpark Container Services,<\/strong> Snowflake permet d\u00e9sormais de cr\u00e9er des applications et d\u2019int\u00e9grer des mod\u00e8les IA au c\u0153ur de la donn\u00e9e.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Les avantages et les limites \u00e0 conna\u00eetre<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Avantages principaux :<\/strong><\/p>

  • Simplicit\u00e9 et rapidit\u00e9<\/strong> : mise en \u0153uvre et administration all\u00e9g\u00e9es.<\/li>
  • Scalabilit\u00e9<\/strong> : adapt\u00e9e aussi bien aux startups qu\u2019aux grands groupes.<\/li>
  • Couverture fonctionnelle<\/strong> : un \u00e9ventail complet de cas d\u2019usage.<\/li><\/ul>

    \u00a0<\/p>

    Points de vigilance :<\/strong>
    Le principal risque reste le vendor lock-in<\/strong>, m\u00eame si Snowflake multiplie les efforts d\u2019interop\u00e9rabilit\u00e9 (Apache Iceberg, partenariats Microsoft).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    IA g\u00e9n\u00e9rative : la tendance de fond<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Snowflake fait de l\u2019IA g\u00e9n\u00e9rative un axe strat\u00e9gique majeur. L\u2019IA assiste d\u00e9sormais la gouvernance (ex : Copilot Horizon<\/em>) et acc\u00e9l\u00e8re la mise en place de cas d\u2019usage m\u00e9tier. En parall\u00e8le, Snowflake devient un socle s\u00e9curis\u00e9 pour ex\u00e9cuter des mod\u00e8les de GenAI (OpenAI, Mistral, Anthropic, Meta).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    Conseils pour r\u00e9ussir son projet Snowflake<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    • Valider les pr\u00e9requis organisationnels : maturit\u00e9, cas d\u2019usage clair, sponsoring interne.<\/li>
    • Construire une stack adapt\u00e9e : choisir les bons outils tiers selon ses besoins.<\/li>
    • D\u00e9mocratiser la donn\u00e9e : rendre la plateforme accessible aux profils m\u00e9tier.<\/li>
    • Anticiper l\u2019IA : int\u00e9grer d\u00e8s maintenant l\u2019IA dans sa strat\u00e9gie data.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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      Pourquoi \u00e9couter ce podcast ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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      Ce podcast est une v\u00e9ritable masterclass pour les leaders data, CTO et d\u00e9cideurs IT.<\/strong><\/h5>

      Mickael Kuentz y partage non seulement son expertise technique, mais aussi des conseils pratiques et strat\u00e9giques<\/strong> bas\u00e9s sur plusieurs ann\u00e9es d\u2019exp\u00e9rience projet.<\/p>

      On y d\u00e9couvre comment Snowflake permet d\u2019allier performance, simplicit\u00e9 et innovation, tout en restant attentif aux enjeux de gouvernance et de souverainet\u00e9.<\/p>

      Si vous souhaitez comprendre concr\u00e8tement comment b\u00e2tir une stack Data & IA performante<\/strong>, cet \u00e9pisode vous donnera des cl\u00e9s pr\u00e9cieuses et des retours d\u2019exp\u00e9rience inspirants.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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

      D\u00e9couvrez dans ce podcast avec KPC comment b\u00e2tir une architecture Data et IA moderne gr\u00e2ce \u00e0 Snowflake. Avantages, limites, IA g\u00e9n\u00e9rative : un guide pour les leaders data.<\/p>","protected":false},"author":2,"featured_media":1052509,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[164,82,40,83,35],"class_list":["post-1051807","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-parole-dexpert","tag-snowflakeintelligence","tag-cloud","tag-data","tag-genia","tag-snowflake"],"yoast_head":"\nConstruire une stack Data & IA moderne avec Snowflake : la masterclass KPC - KPC - Data et Digital Shapers<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez dans ce podcast avec KPC comment b\u00e2tir une architecture Data et IA moderne gr\u00e2ce \u00e0 Snowflake. 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