Optimization is a huge topic of tremendous importance. In this video we hit some of the high points to give you the big picture. 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.