Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...

This repository contains weekly laboratory exercises for the Introduction to Data Analysis course. Throughout the semester, each completed lab is stored in a dedicated folder (e.g., PythonDataLab1, ...

This course teaches an overview of modern mathematical optimization methods, for applications in machine learning and data science. In particular, scalability of algorithms to large datasets will be ...