Prob & Stat for Data Sci

Catalog description

This course covers the main mathematics, probability, and statistics topics necessary for a comprehensive understanding of data science. Overview and applications of math concepts in data science, linear algebra and calculus, probability and statistical inference, regression and Bayesian statistics, introduction to search and optimization, graph theory.