Companion Repo for the book Applied ML from 1st principles (Use the requirements.txt under each chapters if you run into any trouble running these notebooks.)
- Section 1: 1st Principles
- Section 2: Principles and Practice
- Chapter 1: Problem and Domain Understanding Principles
- Chapter 3: Data Understanding Principles
- Companion notebook:
- Exercise notebooks:
- Chapter 4: Data Viz Principles
- Chapter 5: Feature Engineering Principles
- Chapter 6: Learning Principles