November 2024
Intermediate to advanced
392 pages
10h 47m
French
Content preview from Intelligence économique alimentée par l'IA
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Chapitre 3. Principes fondamentaux de l'apprentissage automatique
Cet ouvrage a été traduit à l'aide de l'IA. Tes réactions et tes commentaires sont les bienvenus : translation-feedback@oreilly.com
Ce chapitre contient tout ce que tu dois savoir sur l'apprentissage automatique - du moins pour ce livre. Et c'est un excellent point de départ pour le reste de ton apprentissage. Les sections suivantes devraient te permettre d'acquérir suffisamment de connaissances pour suivre les cas d'utilisation de ce livre et t'aider à construire tes premiers prototypes. Nous aborderons l'apprentissage automatique supervisé, les algorithmes populaires d'apprentissage automatique et les termes clés, et tu apprendras à évaluer les modèles d'apprentissage automatique.
Si tu es déjà familiarisé avec ces sujets, n'hésite pas à considérer ce chapitre comme un rafraîchissement. Commençons par l'apprentissage automatique supervisé !
Le processus d'apprentissage automatique supervisé
Prenons un exemple simple : imagine que tu veuilles vendre ta maison et que tu te demandes comment fixer un prix de vente. Pour obtenir un prix réaliste, tu regarderais probablement d'autres maisons similaires et les prix auxquels elles ont été vendues. Pour obtenir une bonne estimation, tu compareras probablement aussi ta maison à d'autres maisons en termes de caractéristiques clés, telles que la taille, les chambres, l'emplacement et l'âge. Sans le savoir, tu aurais simplement agi comme un système d'apprentissage automatique ...
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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.