Probability Course

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91 videos

Lectures on probability: Topics such as counting, conditional probability, Bayes’ rule, and random variables are discussed. The lectures are mostly based on ...

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Practical Uncertainty Useful Ideas in Decision-Making, Risk, Randomness, & AI

Machine Learning Intro 7

Machine Learning Intro 6

Machine Learning Intro 5

Machine Learning Intro 4

Machine Learning Intro 3

Machine Learning Intro 2

Probabilistic Decision-Making Using Change-of-Probability Measures

Machine Learning Intro 1

Lecture 29 Stocks or Real Estate

Lecture 28 Should I buy Extra Warranty

Lecture 40 Exposing Ourselves to Positive High-Impact Events

Lecture 39 Increasing Our Chances of Success

Lecture 38 Unknown and Hidden Risks

Lecture 37 Efficiency and Its Flaws

Lecture 35 Potential Harm and Why the Rich Get Richer

Lecture 36 High Impact Rare Events

Lecture 34 Comparison Decisions, Halo Effects, and Quantifying

Lecture 33 Satisficing and Simplicity

Lecture 32 The Sunk Cost Fallacy

Lecture 31 How to Quantify and Prioritize

Lecture 30 Using Expected Utility

Lecture 27 Risk Aversion and the Expected Values

Lecture 26 Potential Harm and Decision Structures

Lecture 25 Different Types of Decisions and Events

Lecture 24 Simplification and Decision Capacity

Lecture 23 Uncertainty, Confidence, and Rational Decisions

Lecture 22 Regression Toward the Mean

Lecture 21 Random Variables, Expectation, and the Law of Large Numbers

Lecture 20 How Should We Invest in the Stock Market