Probability

The foundations of basic probability.
Instructed by The Khan Academy
  • Lectures 25
  • Video 5 Hours
  • Skill level all level
  • Languages English
  • Includes Lifetime access
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    Available on iOS and Android

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Course Description

Basic probability. Should have a reasonable grounding in basic algebra before watching.

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  • Over 25 lectures and 4.5 hours of content!

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Curriculum

10:30
What probability is.
09:54
Let's flip a coin.
10:06
More on probability.
09:59
More on free throws.
10:07
Probability of getting a certain number roll in Monopoly
09:16
Introduction to conditional probability
10:05
More on conditional probability. Touch on Bayes' Theorem.
05:23
Introduction to Bayes' Theorem
10:11
Introduction to permutations
10:16
Introduction to combinations
09:10
Probability of getting exactly 3 heads in 8 flips of a fair coin.
10:36
Making at least 3 out of 5 free throws.
16:52
Probability that I picked a fair coin given that I flipped 4 out of 6 heads.
13:16
The probability that at least 2 people in a room of 30 share the same birthday.
12:04
Introduction to random variables and probability distribution functions.
10:02
Probability density functions for continuous random variables.
12:16
Introduction to the binomial distribution
11:05
More on the binomial distribution
13:26
Basketball binomial distribution
10:46
Using Excel to visualize the basketball binomial distribution
14:53
Expected value of a random variable
16:55
Expected value of a binomial distributed random variable
11:01
Introduction to Poisson Processes and the Poisson Distribution.
12:41
More of the derivation of the Poisson Distribution.
08:59
Introduction to the law of large numbers

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4.6
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    • Student Anas Mohamed

    Nice Tutor

    I like the way you teach. It's kinda funny as well as useful for anyone who wish to take a snap shot about Basic / Introductory level Probability. Thank you..

    • Lin Lo

    Very Complete Course

    I took this course online before taking this class at college. It was very useful since I had never taken this class before. It is a good chance to introduce you into Probability. But this is just an overview of what it's really this course about. Give you an opportunity to see it, I laugh at times, it is not a boring course.

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