Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

This program analyzes housing data to predict house prices based on their square footage using linear regression. It takes a CSV file containing housing data, processes it, builds a predictive model, ...

In addition, students are instructed in the use of the Departmental and University computational facilities and available statistical program packages ... principal component analysis, penalized ...

Explore regression as a supervised machine learning technique ... computer skills and an interest in leveraging data, some background in Python programming, statistics, and linear algebra is ...