Probability Khan Academy
Online Free Online Course by
World Mentoring Academy
Online
/ Free Online Course
Details
Basic probability. Should have a reasonable grounding in basic algebra before watching.
Resources: OpenCourseware from Khan Academy, MIT, UC Berkeley, Stanford along with many of the World's finest University's.
Language: English
Professors: Joshua Coleman, Michael Williams, Michael Williams
Units: 29
Lesson content
- Probability (part 1) : What probability is.
- Probability (part 2) : Let's flip a coin.
- Probability (part 3)
- Probability (part 4) : More on free throws.
- Probability (part 5) : Probability of getting a certain number roll in Monopoly
- Probability (part 6) : Introduction to conditional probability
- Dependent Probability Example 1
- Dependent Probability Example 2
- Probability (part 7) : More on conditional probability. Touch on Bayes' Theorem.
- Probability (part 8) : Introduction to Bayes' Theorem
- Permutations
- Combinations
- Probability using Combinations : Probability of getting exactly 3 heads in 8 flips of a fair coin.
- Probability and Combinations (part 2) : Making at least 3 out of 5 free throws.
- Conditional Probability and Combinations : Probability that I picked a fair coin given that I flipped 4 ou
- Birthday Probability Problem : The probability that at least 2 people in a room of 30 share the same birthday
- Introduction to Random Variables : Introduction to random variables and probability distribution function
- Probability Density Functions : Probability density functions for continuous random variables.
- Binomial Distribution 1
- Binomial Distribution 2
- Binomial Distribution 3 : Basketball binomial distribution
- Binomial Distribution 4 : Using Excel to visualize the basketball binomial distribution
- Expected Value: E(X) : Expected value of a random variable
- Expected Value of Binomial Distribution : Expected value of a binomial distributed random variable
- Poisson Process 1 : Introduction to Poisson Processes and the Poisson Distribution.
- Poisson Process 2
- Law of Large Numbers
- Probability 1 Module Examples
- Term Life Insurance and Death Probability : Understanding an insurance company's sense of my chances
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