Probability
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# Probability

The foundations of basic probability.
4.6 (5 ratings)
303 students enrolled
Published 7/2010
English
Price: Free
Includes:
• Access on mobile and TV
Description
Basic probability. Should have a reasonable grounding in basic algebra before watching.
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Curriculum For This Course
25 Lectures
00:00
+
Probability (part 1)
25 Lectures 00:00
What probability is.
Probability (part 1)
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Let's flip a coin.
Probability (part 2)
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More on probability.
Probability (part 3)
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More on free throws.
Probability (part 4)
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Probability of getting a certain number roll in Monopoly
Probability (part 5)
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Introduction to conditional probability
Probability (part 6)
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More on conditional probability. Touch on Bayes' Theorem.
Probability (part 7)
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Introduction to Bayes' Theorem
Probability (part 8)
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Introduction to permutations
Permutations
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Introduction to combinations
Combinations
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Probability of getting exactly 3 heads in 8 flips of a fair coin.
Probability using Combinations
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Making at least 3 out of 5 free throws.
Probability and Combinations (part 2)
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Probability that I picked a fair coin given that I flipped 4 out of 6 heads.
Conditional Probability and Combinations
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The probability that at least 2 people in a room of 30 share the same birthday.
Birthday Probability Problem
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Introduction to random variables and probability distribution functions.
Introduction to Random Variables
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Probability density functions for continuous random variables.
Probability Density Functions
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Introduction to the binomial distribution
Binomial Distribution 1
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More on the binomial distribution
Binomial Distribution 2
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Binomial Distribution 3
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Using Excel to visualize the basketball binomial distribution
Binomial Distribution 4
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Expected value of a random variable
Expected Value: E(X)
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Expected value of a binomial distributed random variable
Expected Value of Binomial Distribution
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Introduction to Poisson Processes and the Poisson Distribution.
Poisson Process 1
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More of the derivation of the Poisson Distribution.
Poisson Process 2
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Introduction to the law of large numbers
Law of Large Numbers
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