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

    Advanced Concepts of Probability

    • 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!