Each of these demo notebooks can be used in CoLab to demo in class!
| Demo | Topic | Link |
|---|---|---|
| 01 | Tools |  |
| 02 | Data in Pandas | |
| 03 | Basic Summary Stats | |
| 04 | Pandas, Data Tables, and Tidy Data | |
| 05 | Merge, Join, and SQL | |
| 06 | Transforming and Comparing Data | |
| 07 | Distance Functions and Comparing Entities | |
| 08 | Predictive Models: Regression | |
| 09 | Testing and Evaluating Models | |
| 10 | Predictive Models: Classification | |
| 11 | Regular Expressions and Web Scraping | |
| 12 | Probability and Missing Data | |