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 will start from the classical statistical methodology of linear regression and then build on this framework to provide an introduction to machine learning and data mining methods from a ...

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 ...