In this video, we cover three crucial discrete distributions:
1. Uniform distributions
2. Binomial distributions
3. Poisson distributions
We also explain some useful tricks you can use when solving problems to do with these types of distributions.
Music: Nocturne in C-sharp minor, B.49 (Chopin, Frédéric) by Luis Kolodin
Available on IMSLP: https://imslp.org/wiki/Special:ReverseLookup/805710
Licensed under https://imslp.org/wiki/IMSLP:Creative_Commons_Attribution-ShareAlike_4.0.
0:00 - Introduction & Lesson Plan
0:16 - Uniform Distributions
1:02 - Trick 1: EV
1:33 - Trick 2: Range Probability
2:19 - Uniform Distribution Summary
2:51 - Binomial Random Variables
3:27 - Varying the Bernoulli Probability
4:51 - Binomial E[X] & V[X]
5:20 - Poisson Processes
5:39 - Varying the Arrival Rate & Time Horizon
7:17 - Poisson E[X] & V[X]
7:31 - Summary
