In this section, we will cover the topics related to Statistics for AI & ML.
Maths for AI & ML
This sheet contains all the topics that will be covered for Maths for AI & ML.
Below is the list of topics that will be covered in this section.
- Understanding Data Distribution
- Covariance & Correlation
- Central Limit Theorem
- Confidence Interval
- Hypothesis Testing
- T-Test
- Z-Test
- Chi-Square Test
- Performance Metrics
We will understand each topic from pure AI & ML perspective.
We will NOT go into much of theoretical proof of everything.
However, we will dive deep as and when required.
However, we will dive deep as and when required.