November 2024
Intermediate to advanced
264 pages
7h 25m
French
book
Kubeflow pour l'apprentissage automatique
by Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko
Content preview from Kubeflow pour l'apprentissage automatique
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Au fil des ans, il arrive que des gens me demandent quelles sont les compétences les plus demandées dans la tech. Il y a dix ans, je leur dirais d'étudier l'apprentissage automatique, qui peut mettre à l'échelle la prise de décision automatisée d'une manière auparavant impossible. Cependant, de nos jours, j'ai une réponse différente : l'ingénierie de l'apprentissage automatique.
Il y a encore quelques années, si tu connaissais l'apprentissage automatique et que tu commençais à travailler dans une organisation, tu serais probablement la seule personne à posséder cet ensemble de compétences, ce qui te permettrait d'avoir un impact considérable. Cependant, un effet secondaire de la prolifération de livres, de tutoriels, de cours en ligne et de camps d'entraînement (dont certains que j'ai moi-même écrits) enseignant à toute une génération de technologues les compétences requises est qu'aujourd'hui, l'apprentissage automatique est utilisé dans des dizaines de milliers d'entreprises et d'organisations.
De nos jours, un scénario plus probable est que, en entrant dans ton nouveau travail, tu trouves une organisation qui utilise l'apprentissage automatique localement mais qui est incapable de le déployer en production ou qui est capable de déployer des modèles mais qui est incapable de les gérer efficacement. Dans ce cadre, la compétence la plus ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.