Statistical Machine Learning Optimization

3 Hours

Introduction to machine learning and optimization methods from a statistical perspective with an emphasis on mathematical theory and applications. Statistics and Data Sciences 396P.1 and 384 (Topic: Stat Mach Learng Optimization) may not both be counted. Three lecture hours a week for one semester.