- 01. Building, Evaluating & Interpreting Models Overview
- 02. Tensorflow Regression Model with DenseFeatures
- 03. TF DenseFeatures Walkthrough
- 04. Common EHR Model Evaluation Metrics
- 05. Common EHR Model Evaluation Metrics Exercise
- 06. Common EHR Model Evaluation Metrics Solution
- 07. Demographic Bias Analysis
- 08. Demographic Bias Analysis Walkthrough
- 09. Demographic Bias Analysis Exercise
- 10. Demographic Bias Analysis Solution
- 11. Uncertainty Estimation
- 12. Train Uncertainty Estimation Model Walkthrough
- 13. Uncertainty Estimation Exercise
- 14. Uncertainty Estimation Solution
- 15. Model Interpretability with Shapley Values
- 16. Building Models Recap
- 17. AI and EHR Recap