Teaching

Applied mathematics for Engineering

Universidad Técnica Federico Santa María

Spring 2020,   Spring 2019,   Spring 2018

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

Topics

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.