Statistics for Machine Learning for Investment Professionals

This course teaches the foundational statistical concepts underpinning machine learning as well as advanced AI techniques used in the investment profession. Demonstrating core modeling frameworks along with carefully selected real-world investment practice examples, this course helps learners get familiarized with two important programming languages — Python and R. Investment professionals learn to use linear regression and interpret related Python and R code, as well as describe gradient descent and explain logistic regression.