Optimization for Data Science

Catalog description

The course covers theoretical foundations necessary for the in-depth understanding of modern optimization methods for data science. The optimization methods are presented in the context of relevant applications. The course prepares students for applications of modern numerical methods to problems in data science and helps them build sufficient mastery of optimization tools and techniques for designing and implementing tailored methods for solving new problems.