Before this lesson , we recommend you go through
- Categorical Encoding
- Feature Engineering Validation Strategy
- TSFresh
- Simply Statistics Unconference on the Future of Statistics
- What is Hypothesis Testing?
After this lesson, you'll be able to
- Think Stats: Probability and Statistics for Programmers
- Really Basic Stuff -
- Descriptive Statistics
- Inferential Statistics
- Where is this used in ML?
- Why do distributions matter in ML?
- Assumptions of Linear Regression
- EDA of 1 Data set by 2 people Each