Lecture 1 - Introduction to Statistics
Lecture 2 - Sampling and Data Types
Lecture 3 - Descriptive Statistics
Lecture 4 - Descriptive Statistics (Continued...)
Lecture 5 - Case Study - 1
Lecture 6 - Probability Basics
Lecture 7 - Random Variables
Lecture 8 - A few Discrete Random Variables
Lecture 9 - The Normal Random Variable
Lecture 10 - Practical Examples using Case Studies - 2
Lecture 11 - Sampling Distribution and Estimation
Lecture 12 - Confidence Intervals
Lecture 13 - Hypothesis Testing
Lecture 14 - Hypothesis Testing (Continued...)
Lecture 15 - Practical Examples using Case Studies - 3
Lecture 16 - Regression and Beyond
Lecture 17 - Regression Models
Lecture 18 - Goodness of Fit
Lecture 19 - Analysis of Variance
Lecture 20 - Practical Examples using Case Studies - 4
