Skrub Tutorial Slides

Section 1: Introduction

• Chapter 0: Introduction

Section 2: Exploring and sanitizing data

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

Section 3: Building a strong baseline

• Chapter 3: Table Vectorization
• Chapter 4: Tabular Pipelines
• Quiz 02
• Exercise 2

Section 4: Transforming columns

• Chapter 5: Apply Transformations
• Chapter 6: Selectors
• Quiz 03
• Exercise 3

Section 5: Feature Engineering with skrub

• Chapter 7: Skrub transformers for feature engineering
• Quiz 04

Section 6: Building dynamic pipeline with Data Ops

• Chapter 8: Data Ops