Completed
Intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Comprehensive Introduction to Probability Theory and Applications
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Probability Definitions
- 3 Union
- 4 Intersection
- 5 Complement
- 6 Conditional Probability
- 7 Contingency Table
- 8 Addition Rule
- 9 Joint Probability
- 10 Dependent vs. Independent
- 11 Independent Events
- 12 Mutually Exclusive Events
- 13 Venn Diagrams
- 14 Tree Diagrams
- 15 Total Probability
- 16 Bayes' Theorem
- 17 Combinatorics
- 18 Permutations
- 19 Combinations
- 20 Poker Probabilities
- 21 Which to use?
- 22 Variations
- 23 Types of Variables
- 24 Discrete Uniform Distribution
- 25 Probability Mass
- 26 Variance
- 27 Relative Frequency Histogram
- 28 Cumulative Distribution
- 29 Expected Value
- 30 Standard Deviation
- 31 Normal Distribution
- 32 Z Score
- 33 Negative Z Score
- 34 Reverse Z Score
- 35 Confidence Intervals
- 36 Binomial Probability
- 37 Poisson Distribution
- 38 Geometric Probability
- 39 Central Limit Theorem
- 40 Negative Binomial Probability
- 41 Which to use?
- 42 Negative Binomial Formula
- 43 Hypergeometric Distribution
- 44 Continuous Probability
- 45 Continuous Probability Formula
- 46 Exponential Distribution
- 47 Exponential Formulas
