Probability and Random Variables

The mathematical study of uncertainty.

Planned topics

• Sample spaces and events
• Conditional probability and Bayes' theorem
• Random variables (discrete and continuous)
• Common distributions
• Expectation and variance
• Joint distributions
• Limit theorems (LLN, CLT)