Below is my teaching materials when I served as assistant teacher on Digital Health and data analysis at Reading University. The dataset I used for this course is MIMIC. If you are interested in healthcare data analysis, this might be what you want to check.

1. SQL basics

2. Introduction to Python

3. Numpy and Pandas

4. How to do feature engineering for mortality prediction

5. Introduction to machine learning methods

6. Explaination analysis on model results

7. Introduction to unsupervisd learning

References