This document provides an overview of Chapter 6 from the textbook Elementary Statistics by Mario F. Triola. The chapter focuses on normal probability distributions and continuous random variables. It contains 6 sections that cover reviewing and previewing normal distributions, the standard normal distribution, applications of normal distributions, sampling distributions and estimators, the central limit theorem, assessing normality, and using the normal distribution to approximate the binomial distribution. The key aspects of the normal distribution are introduced with its probability density function.