EHR Transformations & Feature Engineering

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01. EHR Transformations & Feature Engineering Overview
02. EHR Dataset Levels
03. Encounter Representation
04. Longitudinal Representation
05. How to Convert to Longitudinal Level
06. Select Last Encounter Exercise
07. Select Last Encounter Solution
08. Dataset Splitting Without Data Leakage
09. How to Split Dataset at Patient Level
10. Data Splitting Exercise
11. Data Splitting Solution
12. ETL with TensorFlow Dataset API
13. Numerical Features & Feature Column API
14. Numerical Feature Column API Exercise
15. Numerical Features Solution
16. Categorical Features & Feature Column API
17. Categorical Features Exercise
18. Categorical Features with Feature Column API Solution
19. Transformations and Feature Engineering Recap

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17. Categorical Features Exercise

Code

If you need a code on the https://github.com/udacity.

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