Differentiation is fundamental to lots of different aspects of machine learning. This video starts at the beginning and talks about the limit of the difference quotient, the product rule, and the chain rule. 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.
Laboratory for Intelligent Probabilistic Systems
Princeton University Department of Computer Science