November 2019
Intermediate to advanced
320 pages
13h 35m
French
Content preview from Machine Learning avec Scikit-Learn
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Annexe B Liste de contrôle de projet de Machine Learning
LANCER EN PRODUCTION !
1. Préparer votre solution pour la mettre en production (la raccorder
aux sources de données de production, écrire les tests unitaires, etc.).
2. Écrire le code qui vériera à intervalles réguliers les résultats fournis
par votre système en fonctionnement et déclenchera des alertes en
cas de problème.
– Rester attentif à la dégradation progressive: les modèles tendent à
«vieillir» avec l’évolution des données.
– Prévoir éventuellement un pipeline humain pour la mesure des
performances (p. ex. via un service de crowdsourcing).
– Surveiller également la qualité ...
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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.
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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.