Skrub DataOps

Introduction to wrangling pipelines for machine-learning skrub DataOps

Introduction to wrangling pipelines for machine-learning skrub DataOps

Multiples tables: building machine learning pipelines with DataOps

Multiples tables: building machine learning pipelines with DataOps

Hyperparameter tuning with DataOps

Hyperparameter tuning with DataOps

Tuning DataOps with Optuna

Tuning DataOps with Optuna

Subsampling for faster development

Subsampling for faster development

Use case: developing locally and deploying to production

Use case: developing locally and deploying to production

Using PyTorch (via skorch) in DataOps

Using PyTorch (via skorch) in DataOps