Lecture 7 Data Preparation

In-class Material

1. Slides

2. Notebook

Extra Reading

1. A Complete Guide to Data Augmentation

2. How Data Leakage Impacts Machine Learning Models

3. Understanding Data Processing in Machine Learning: A Comprehensive Guide

4. Awesome Data Science with Python

5. Pandas on “Large Data” Processing

6. Programmatically labeling data using Snorkel with example