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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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