Probability
Bayes' theorem, distributions, conditional probability, and expected value problems.
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- 01Bayes' Theorem
- 02PMF vs. PDF
- 03Central Limit Theorem
- 04Independent vs. Mutually Exclusive Events
- 05Type I & Type II Errors, Alpha & Beta
- 06Two Dice - Probability Sum is 7
- 07Two Aces from Deck (No Replacement)
- 08At Least One Five with Two Dice
- 09Ants on Triangle
- 10Two Red Balls from Bag
- 11Two Cards (1-100), One Double the Other
- 12Two Children, At Least One Boy
- 13Seattle Rain & Three Friends
- 14Disease Screening
- 15Unfair Coin Detection
- 16Fair vs. Biased Coin
- 17Conditional Probability with Dice
- 18Rideshare Voucher Expected Cost
- 19Expected Value Properties
- 20Call Center Probabilities
- 21Ad Clicks & Success Rates
- 22Heights and Bell Curves
- 23Flat Probabilities: The Uniform Distribution
- 24Newsfeed Ads: Binomial vs. Poisson
- 25Testing Website Changes: P-values
- 26Zebras on a Triangle
- 27Netflix Movie Raters: Overall "Good" Ratings