Applied Mathematics Lab

Bachelor's course IE University, Bachelor of Applied Mathematics Madrid, Spain 2025

A hands-on Python course for Applied Mathematics students. Topics cover linear algebra in code, data analysis, visualization, and an introduction to machine learning. Course materials are publicly available.

Open course materials

A practical programming course for students in the Bachelor of Applied Mathematics at IE University. The course uses Python to work through topics at the intersection of mathematics and data science: matrix operations, least squares, data analysis, visualization, and an introduction to machine learning.

Course materials are publicly available. Browse lectures, exercises, and projects on the course website.