Lesson 1 of 36 • 12 upvotes • 4:31mins
Introduction to the course of Probability and Statistics. Topics to cover in the course.
36 lessons • 5h 38m
Introduction to the course
4:31mins
Prerequisites of the course
11:21mins
Elementry Permutation and combination
10:41mins
Practice Part 1
8:48mins
Basic terms and definitions
8:20mins
Basic terms and definitions 2
9:39mins
Probability definition and Axioms
8:34mins
Addition Law of Probability and it's proof
12:03mins
Practice Part 2
9:42mins
Practice Part 3
9:37mins
Practice Part 4
8:19mins
Conditional Probability and multiplication law
8:28mins
Multiplication law for independent events
9:16mins
Practice part 5
12:24mins
Practice part 6
12:43mins
Bayes theorem
8:16mins
Practice part 7
13:23mins
Statistics: Introduction
11:25mins
Random variables : Classification
9:00mins
Mathematics Expectations
11:31mins
Variance and Covariance
14:48mins
Practice Part 8
10:32mins
Practice Part 9
8:15mins
Cumulative Distribution Function
7:41mins
Practice Part 10
10:34mins
Practice Part 11
8:03mins
Practice Part 12
8:23mins
Discrete Probability Distribution
8:14mins
Practice Part 13
12:33mins
Practice Part 14
8:58mins
Uniform Distribution
6:20mins
Exponential Distribution
8:19mins
Normal Distribution
6:34mins
Practice Part 15
8:01mins
Gamma Function
5:21mins
Practice Part 16
7:27mins