Table of Contents

  1. Introduction to Statistics
  2. Descriptive Statistics
  3. Probability
  4. Random Variables
  5. Parameter Estimations
  6. Hypothesis Testing
  7. Analysis of Variance
  8. Regression
  9. Non Parametric Statistics
  10. Data Analysis using Python
  11. Introduction to Machine Learning