This chapter discusses continuous random variables and their probability density functions. It introduces the normal and exponential distributions and how to calculate probabilities and descriptive statistics for continuous random variables. It also shows how to approximate the binomial distribution using the normal distribution. The chapter objectives are to introduce continuous random variables, discuss the normal distribution and standard normal table, and demonstrate the normal approximation to the binomial distribution.