Probability mass functions and probability density functions are key objects for reasoning about uncertainty. This video by Ari Seff gives an introduction. This is part of a series of videos for COS 302: Mathematics for Numerical Computation and Machine Learning, replacing lectures after the course went remote due to the COVID-19 pandemic.