- 01. EHR Data Security and Analysis Overview
- 02. Importance of Data Privacy and Security
- 03. Key Healthcare Data Security and Privacy Standards
- 04. Storing and Accessing PHI Data
- 05. PII Data Solution
- 06. Importance of EDA
- 07. Dataset Schema Analysis
- 08. Value Distributions
- 09. Missing Values and Outliers
- 10. Analyzing Dataset for High Cardinality
- 11. Analyze Dataset - Exercise
- 12. Analyze Dataset - Solution
- 13. Demographic Analysis
- 14. Compare Demographics - Exercise
- 15. Compare Demographics - Solution
- 16. Lesson Recap