Skrub Tutorial Slides

Introduction

• Chapter 0: Introduction

Exploring and sanitizing data

• Chapter 1: Exploring Data
• Chapter 2: Cleaning Data
• Quiz 01

Transforming columns

• Chapter 3: Apply Transformations
• Chapter 4: Selectors
• Quiz 02

Feature Engineering with skrub

• Chapter 5: Numerical Features
• Chapter 6: Datetime Features
• Chapter 7: Categorical Features
• Quiz 03

Bringing it all together

• Chapter 8: Table Vectorization
• Chapter 9: Tabular Pipelines
• Quiz 04

Conclusion

• Chapter 10: Conclusion