Statistics

Statistics for AI & ML

Statistics for AI & ML

This sheet contains all the topics that will be covered for Statistics for AI & ML.


Data Distribution

Understanding Data Distribution

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