Building, Evaluating and Interpreting Models
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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
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09. Demographic Bias Analysis Exercise
Code
If you need a code on the
https://github.com/udacity
.
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