Machine Learning for Engineers

In this repository you can find libraries, datasets and R scripts for the course "Machine Learning" taught at Universidad Pontificia Comillas

Videos

These are the video lectures (playlists) related to this course from my youtube channel https://www.youtube.com/@MarioCastroPonce

• Introduction to R
• Classification
• Neural networks
• Model and feature selection
• Regression
• Basic forecasting
• Forecasting with ARIMA methods
• Forecasting with dynamic regression models
• Clustering
• Dimensionality reduction

Me

About me