Data Distribution
Understanding Data Distribution
Statistics
Statistics for AI & ML
less than a minute
In this section, we will cover the topics related to Statistics for AI & ML.
Statistics for AI & ML
This sheet contains all the topics that will be covered for Statistics 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
End of Section
Correlation
Covariance & Correlation
Central Limit Theorem
Central Limit Theorem
Confidence Interval
Confidence Interval
Hypothesis Testing
Hypothesis Testing
T-Test
Student’s T-Test
Z-Test
Z-Test
Chi-Square Test
Chi-Square Test
Performance Metrics
Performance Metrics