Course curriculum
-
1
Chapter 0 - Read Before Start
-
1. Introduction To The Course
-
2. Importance Of This Course
-
3. Skills & Opportunities
-
-
2
Introduction Module
-
Introduction to the Course
-
-
3
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
-
-
4
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
-
-
5
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
-
-
6
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
-
-
7
Congratulations! You have successfully completed this course!
-
Congratulations!
-