ML4HC23 Research Group Slides

1. Session 1 - Introduction Download 1. Session 1 - Introduction

2. Session 2- ICD and Phecodes Download Session 2- ICD and Phecodes

3.  Session 3 - Prediction : Classification 1 Download Session 3 - Prediction : Classification 1

4.  Session 4- Prediction : Classification 2 Download Session 4- Prediction : Classification 2

5.  Session 5- Prediction : SVM Download Session 5- Prediction : SVM

6. Session 6 - Trees, Forests, Boosting Download Session 6 - Trees, Forests, Boosting

7. Session 7- Regularization, Ensemble Download Regularization, Ensemble

8. Session 8: Regression Download Session 8: Regression

9. Session 9: Missing Data Download Session 9: Missing Data

10. Session 10: Causal Inference Download Session 10: Causal Inference (download it and open it in Chrome) (RMD file Download RMD file)

11. Session 11: Causal Inference II Download Session 11: Causal Inference II (download it and open it in Chrome) (RMD file Download RMD file)

12. Session 12: Causal Inference III Download Session 12: Causal Inference III (download it and open it in Chrome) (RMD file Download RMD file)

13. Session 13: Causal Inference IV Download Session 13: Causal Inference IV (download it and open it in Chrome) (RMD file Download RMD file)

14. Session 14: Sensitivity to Unobserved Confounding Download Session 14: Sensitivity to Unobserved Confounding (download it and open it in Chrome)- RMD file Download RMD file