This course aims to provide an introduction to the quantitative analysis of data, blending classical statistical methods with recent advances in computational and machine learning. You will cover key ...

This course examines a modern treatment of statistical learning in various decision-making settings. Students will explore both supervised and unsupervised learning, data preprocessing, model ...

This course will commence with the classical statistical methodology of linear regression as a foundation. From there, it will progress to provide an introduction to machine learning and data mining ...