Advanced Econometrics: Practical Aspects of Machine Learning

Catalog description

This course will teach several new techniques, nodewise regression, factor models, and its applications in high dimensional finance. Practical papers on deep learning will also be read. The focus will be both theoretical, and practical will involve learning tools and going over few proofs in a detailed way.