Table of contents

1. Syllabus
2. Schedule

Schedule

Below is our tentative schedule. It is subject to change, but any changes will be reflected here.

Week 1

• Syllabus
• Icebreaker
• Chapter 1 - Data Ecosystem
• Chapter 2 - Categorical Data

Week 2

• Chapter 3 - Quantitative Data
• Chapter 5 - Regression Models

Week 3

• Chapter 6 - Classification Models

Week 4

• Chapter 7 - Unsupervised Learning

Week 5

• Chapter 9 - Joining Tabular Data

Week 6

• Chapter 10 - Textual Data

Week 7

• Chapter 11 - JSON and XML

Week 8

• Extra topics as time permits

Other

Useful material not covered directly above.

• Neural Network Hacking Recipe