Teaching
Teaching
An essential skill of my research relies on implementation. However, most optimization packages are commercial, so you have to pay to use them. Fortunately, the AMPL team provides free licenses. Click here to download the AMPL package for my courses for educational purposes.
Besides, I have been working on a Youtube playlist to explain how some software work. In this playlist, you will find tutorials on how to use AMPL, Python, and R. Feel free to share them. [Tutorial in AMPL, Python and R]. Notice that the videos are in Spanish.
14125. Introduction to Industrial Engineering [fall 2021]. Notes.
14316. Linear and Integer Programming [spring 2020, fall 2021]. Youtube channel and Notes.
14321. Non-linear programming (with applications in Machine Learning) [fall 2021]. Youtube channel and Notes.
Mutivariate statistics and Machine learning [fall 2024].
Introducción to Machine Learning (in Spanish). Notes.