October 2020
Intermediate to advanced
276 pages
7h 44m
French
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PARTIE IV Déployer et surveiller
Une fois que nous avons construit un modèle et que nous l’avons validé, nous voudrions que les utilisateurs y aient accès. Il existe de nombreuses méthodes différentes pour publier les modèles de ML. Le cas le plus simple consiste à construire une petite API. Mais, pour garantir le bon fonctionnement de vos modèles pour tous vos utilisateurs, vous aurez besoin de plus que cela.
La Figure IV.1 illustre certains des systèmes que nous allons couvrir dans les prochains chapitres et qui accompagnent généralement un modèle en production.
Figure IV.1 : Pipeline typique de modélisation en production.
En production, les pipelines ...
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