Applied Maths for Engineering

Undergraduate course, Universidad Técnica Federico Santa María, Departamento de Matemática, 2021

In this subject students acquire specific skills related to mathematical modeling in an engineering context. It includes data analysis and specialized computater software.


  1. Introduction: Syllabus, rules, tools and software setup.
  2. Data Analysis: Data types, gathering data and exploratory data analysis.
  3. Visualization: Theory and tools for explaining data and results.
  4. Machine Learning: Get knowledge from data and predictions.
  5. Data Science: Welcome to the real world.


This course has its own website and code repository.