# Probability & Stats 2: Random Variable & Probability Distribution

### Course Description

In this second series on Probability and Statistics, Michel van Biezen introduces the concept of random variables -- discrete and continuous -- and various types of probability distributions.

Continuous random variables are covered in this course.
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### Video Lectures & Study Materials

# Lecture Play Lecture
1 Random Variable Play Video
2 Random Variable - Terminology Review Play Video
3 Random Variable - Ex. 1: Flipping Coins Play Video
4 Types of Random Variable Play Video
5 Probability Distribution (Discrete) Play Video
6 Probability Distribution (Discrete) Play Video
7 Probability Distribution (Non-Discrete) Play Video
8 Probability Distribution: Histogram Play Video
9 Probability Dist: Skewed Histogram Play Video
10 Continuous Random Variables Play Video
11 The Mean Average Play Video
12 The Expected Value Ex. 1 Play Video
13 The Expected Value Ex. 2 Play Video
14 The Expected Value Ex. 3 Play Video
15 Expected Value of Roulette Play Video
16 Odds of Roulette Play Video
17 Odds in Favor & Against Ex. 1 Play Video
18 Odds in Favor & Against Ex. 2 Play Video
19 Odds in Favor & Against Ex. 3 Play Video
20 Odds in Favor & Against Ex. 4 Play Video
21 Mean, Median, Mode Play Video
22 Mean, Median, Mode Ex. 2 Play Video
23 Mean, Median, Mode Ex. 3 Play Video
24 Mean, Median, Mode Ex. 4 Play Video
25 Expected Value - Example 1 Play Video
26 Expected Value - Example 2 Play Video
27 Expected Value - Example 3 Play Video
28 Variance Explained Play Video
29 Variance (Probability Distribution) Play Video
30 Standard Deviation Play Video
31 Standard Deviation - 2 Play Video
32 Standard Deviation - 3 Play Video
33 Standard Deviation - 4 Play Video
34 Normal Distribution Play Video
35 Normal Distribution Equation Play Video
36 Normal Distribution Table Play Video
37 Binomial Distribution Play Video
38 Binomial Distribution: General Case Play Video
39 Binomial Distribution: Example Play Video
40 Binomial Distribution: Graphing Play Video
41 Using Binomial Expansion Play Video
42 Non-Symmetric Binomial Dist. Play Video
43 The Expected Value Play Video
44 Variance Play Video
45 Binomial Distribution Play Video
46 Standard Deviation n=large # Play Video
47 Standard Deviation n=large # Play Video
48 Calculating the Table Play Video
49 Binomial Dist. - Approx. Play Video
50 Binomial Dist. - Approx. 2 Play Video
51 Binomial Dist. - Approx. 3 Play Video
52 Binomial Dist. - Approx. 4 Play Video
53 Binomial Dist. - Approx. 5 Play Video