Introduction to Statistical Machine Learning

This course is a highly applied introduction to statistical machine learning. In particular, the key aim of this course is to give students the knowledge and tools to incorporate statistical machine learning methods to answer policy-related research questions. This course will also explore the philosophical differences that exist between traditional methods of statistical inference and the more recent statistical machine learning methods. Finally, throughout this course, we will emphasize the importance of reproducibility in science.