November 2024
Intermediate to advanced
514 pages
17h 12m
French
Content preview from L'IA à la pointe de la technologie
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Chapitre 9. Développer des applications d'IA de pointe
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Développer une application d'edge AI n'est pas une mince affaire. Dans ce chapitre, nous allons nous familiariser avec le modèle de développement itératif qui permet de réaliser des déploiements d'edge AI réussis dans le cadre de projets réels.
Un flux de travail itératif pour le développement de l'IA de pointe
Le processus de développement d'une application réussie est fondamentalement simple : commence à petite échelle, fais des changements progressifs, mesure tes progrès et abandonne lorsque tu as atteint tes objectifs. La complexité survient lorsque tu introduis le grand nombre de pièces mobiles qui constituent la technologie de l'IA de pointe. Cette section du livre vise à fournir un processus concret que tu peux suivre pour maximiser tes chances de réussite.
Comme nous l'avons vu dans "The Edge AI Workflow", l'idée centrale de ce flux de travail est la puissance des boucles de rétroaction. Notre objectif est de créer des boucles de rétroaction entre les différentes étapes du processus, afin d'améliorer sans cesse notre compréhension du problème, de notre solution et des meilleurs moyens de les associer (comme le montre la figure 9-1).
Bien qu'il s'agisse d'un processus itératif, certaines parties le sont plus que d'autres. Les étapes auxquelles nous nous attaquons le plus tôt - l'exploration, ...
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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.