Probability

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By Salman Khan - Khan Academy
Course Description:
Basic probability. Should have a reasonable grounding in basic algebra before watching.
Lectures:

Lecture 1 - Probability (1)

What Probability Is.

Lecture 2 - Probability (2)

Let's Flip a Coin.

Lecture 3 - Probability (3)

More on Free Throws.

Lecture 5 - Probability (5)

Probability of Getting a Certain Number Roll in Monopoly.

Lecture 6 - Probability (6)

Introduction to Conditional Probability.

Lecture 7 - Probability (7)

More on Conditional Probability. Touch on Bayes' Theorem.

Lecture 8 - Probability (8)

Introduction to Bayes' Theorem.

Lecture 9 - Probability Using Combinations

Probability of Getting Exactly 3 Heads in 8 Flips of a fair coin.

Lecture 10 - Probability Using Combinations (Part 1)

Making at Least 3 out of 5 Free Throws.

Lecture 11 - Conditional Probability and Combinations

Probability That I Picked a Fair Coin Given that I Flipped 4 Out of 6 Heads.

Lecture 12 - Birthday Probability Problem

The Probability that at Least 2 people in a Room of 30 Share the Same Birthday.

Lecture 13 - Binomial Distribution 1

Introduction to the Binomial Distribution.

Lecture 14 - Binomial Distribution 2

More on the Binomial Distribution.

Lecture 15 - Binomial Distribution 3

Basketball Binomial Distribution.

Lecture 16 - Binomial Distribution 4

Using Excel to Visualize the Basketball Binomial Distribution.

Lecture 17 - Expected Value of Binomial Distribution

Expected Value of a Binomial Distributed Random Variable.

Source: http://academicearth.org/courses/probability

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Probability

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