In this lesson, the definition of conditional probability is provided and illustrated via an example using real 2019 U.S. Census data, as well as with Venn diagrams.  Following that is a brief development of Bayes' Rule and its relation to the Law of Total Probability.  These last two concepts are illustrated via an example.