Probability Theory

Deep dive into probability axioms, random variables, expectation, and limit theorems for rigorous statistical reasoning.

10 concepts0 lessons available
Content availability0%

Course Outline

1

Conditional Probability

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2

Independence of Events

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3

Bayes' Theorem

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4

Discrete Probability Distributions

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5

Continuous Probability Distributions

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6

Moment Generating Functions

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7

Central Limit Theorem

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8

Law of Large Numbers

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9

Markov Chains

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10

Monte Carlo Simulations

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