About this Course

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Advanced Level
Approx. 10 hours to complete
French

What you will 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

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Advanced Level
Approx. 10 hours to complete
French

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

Week1
Week 1
3 minutes to complete

Présentation

3 minutes to complete
1 video (Total 3 min)
2 hours to complete

Présentation des pipelines TFX

2 hours to complete
7 videos (Total 45 min)
Week2
Week 2
2 hours to complete

Orchestrer des pipelines avec TFX

2 hours to complete
4 videos (Total 25 min)
2 hours to complete

Composants personnalisés et CI/CD pour les pipelines TFX

2 hours to complete
4 videos (Total 25 min)
Week3
Week 3
1 hour to complete

Métadonnées avec TFX

1 hour to complete
3 videos (Total 9 min)
1 hour to complete

Effectuer un entraînement continu avec plusieurs SDK, Kubeflow et AI Platform Pipelines

1 hour to complete
5 videos (Total 8 min)
Week4
Week 4
2 hours to complete

Effectuer un entraînement continu avec Cloud Composer

2 hours to complete
6 videos (Total 27 min)
1 hour to complete

Pipelines de ML avec MLflow

1 hour to complete
9 videos (Total 35 min)
1 minute to complete

Résumé

1 minute to complete
1 video (Total 1 min)

Frequently Asked Questions

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