01. EHR Data Security and Analysis Overview
EHR Data Security and Analysis Lesson Overview
ND320 AIHCND C01 L01 A01 Data Security Overview V2
Lesson Overview
In this lesson, you will cover
- Data Security and Privacy, including some of the key standards and regulations.
- Exploratory data analysis allowing you to gain a deeper understanding of your datasets, including:
- Dataset schemas
- Value distributions
- Missing values
- Cardinality of categorical features
- Demographic dataset analysis to show how representative your dataset might be
With that let's get started on the journey towards AI and Electronic Healthcare Data (EHR)