Probability Theory
15 videos • 21,965 views • by Wrath of Math
1
What is the Binomial Theorem? (and How to Use It) | Algebra, Binomial Expansion, Summation Notation
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2
What are Mutually Exclusive Events? | Probability Theory, Disjoint Events
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3
Probabilities involving Equally Likely Outcomes | Probability Theory
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4
Expected Value of a Discrete Random Variable | Probability Theory, Mean of a Random Variable
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5
What are Bernoulli Trials? | Probability Theory, Bernoulli Distribution
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6
Expected Value of the Bernoulli Distribution | Probability Theory
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7
Variance of the Bernoulli Distribution | Probability Theory
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8
Binomial Distribution and Binomial Random Variables | Probability Mass Function, Probability Theory
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9
The Addition Rule of Probability | Probability Theory, Sum Rule of Probability
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10
Multiplication Rule of Probability | Probability Theory, Intersection of Two Events
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11
Intro to Conditional Probability | Probability Theory
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12
Intro to Bayes’s Theorem | Probability Theory
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13
The Law of Total Probability | Probability Theory, Total Probability Rule
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14
The Exponential Distribution and Exponential Random Variables | Probability Theory
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15
Expected Value of the Exponential Distribution | Exponential Random Variables, Probability Theory
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