Google Cloud
ML Pipelines on Google Cloud - Français
Google Cloud

ML Pipelines on Google Cloud - Français

Taught in French

Course

Gain insight into a topic and learn the fundamentals

Advanced level
Designed for those already in the industry
10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Mieux comprendre les composants de pipelines TFX standards

  • Apprendre à utiliser un contexte interactif TFX pour développer des prototypes de pipelines TFX

  • Entraîner des modèles TensorFlow, PyTorch, XGBoost et scikit-learn de façon continue avec Kubeflow et AI Platform Pipelines

  • Effectuer un entraînement continu avec Composer et MLflow

Details to know

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Assessments

7 quizzes

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There are 9 modules in this course

Ce module présente le plan du cours.

What's included

1 video

Ce module présente TensorFlow Extended (TFX), puis aborde les concepts et les composants TFX.

What's included

7 videos1 quiz1 app item

Dans ce module, vous allez :

What's included

4 videos1 quiz1 app item

Dans ce module, vous allez :

What's included

4 videos1 quiz1 app item

Ce module traite de l'utilisation de métadonnées TFX pour gérer des artefacts.

What's included

3 videos1 quiz1 app item

Ce module traite de l'entraînement continu avec plusieurs SDK, mais aussi avec Kubeflow et AI Platform Pipelines.

What's included

5 videos1 quiz1 app item

Ce module traite de l'entraînement continu avec Cloud Composer.

What's included

6 videos1 quiz1 app item

Ce module présente MLflow et ses composants.

What's included

9 videos1 quiz

Ce module résume le cours.

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,293 Courses2,452,390 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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