NOC:Introduction to Probability and Statistics


Lecture 1 - Introduction to probability and Statistics


Lecture 2 - Types of data


Lecture 3 - Categorical data


Lecture 4 - Describing Categorical data


Lecture 5 - Describing Categorical data (Continued...)


Lecture 6 - Describing numerical data


Lecture 7 - Describing numerical data (Continued...)


Lecture 8 - Exercises, Association between categorical variables


Lecture 9 - Association between categorical variables (Continued...)


Lecture 10 - Association between numerical variables


Lecture 11 - Association between numerical variables (Continued...)


Lecture 12 - Probability


Lecture 13 - Rules of Probability


Lecture 14 - Rules of Probability (Continued...)


Lecture 15 - Conditional Probability


Lecture 16 - Random variables


Lecture 17 - Random variables - concepts and exercises


Lecture 18 - Association between Random variables


Lecture 19 - Binomial Distribution


Lecture 20 - Normal distribution


Lecture 21 - Additional Examples