# Course curriculum

• 1

### Introduction Module

• Introduction to the Course

• 2

### Introduction to Probability

• History of Probability

• Random Experiments and Probability

• Quiz 1 - Random Experiments

• Assigning Probabilities

• Counting Techniques - Fundamental Counting Principle

• Quiz 2 - Fundamental Counting Principle

• Counting Techniques - Combinations and Permutations

• Quiz 3 - Combinations and Permutations

• Axiomatic Definition and Basic Rules

• Quiz 4 - Basic Rules of Probability

• Feedback

• 3

• Conditional Probability

• Joint Probability

• Quiz 5 - Conditional and Joint Probability

• Marginal Probability

• Bayes Theorem

• Quiz 6 - Total Probability and Bayes Theorem

• Feedback

• 4

### Discrete Random Variable

• Random Variable

• Discrete RV - PMF

• Discrete RV - CDF

• Discrete RV - Expectation and Variance

• Quiz 7 - Expectation, Variance

• Uniform Distribution

• Binomial Distribution

• Quiz 8 - Binomial Distribution

• Poisson Distribution

• Quiz 9 - Poisson Distribution

• Feedback

• 5

### Continuous Random Variable

• Continuous RV - PDF, CDF

• Normal Distribution - Part 1 - PDF, CDF

• Normal Distribution - Part 2 - Computations

• Quiz 10 - Continuous RV and Normal Distribution

• Feedback

• 6

### Congratulations! You have successfully completed this course!

• Congratulations!