Probability Theory: Fundamentals and Calculations

This lecture introduces the basics of probability theory, focusing on events, intersections, unions, and probabilities. It covers the definition of events, infinite intersections and unions, probability spaces, event spaces, and fundamental sets. The instructor explains how to calculate the probability of events, model random experiments, and define tribes or o-algebras for different scenarios.