L'apprentissage automatique en production en Python

Découvrez comment les MLOps permettent de passer des notebooks locaux aux modèles machine learning déployés en production, générant une vraie valeur.

Maîtrisez MLflow pour simplifier la gestion des expériences, projets, modèles et registre dans la création d’applications de machine learning.

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

This course covers everything you need to know to build a basic machine learning monitoring system in Python

Explore Data Version Control for ML data management. Master setup, automate pipelines, and evaluate models seamlessly.