This document provides an overview of continuous random variables and probability distributions. It begins by defining discrete and continuous random variables and describing the uniform and normal distributions. It then discusses key concepts such as the cumulative distribution function, probability density function, and how to calculate probabilities and parameter values for different distributions. Considerable attention is given to the normal distribution, including how to standardize normal variables and use normal distribution tables. The goal is to explain these fundamental probability concepts.