Course Textbooks

Aprendizaje Computacional Permalink

A self-contained machine learning textbook for a data science graduate program, covering Bayesian theory, parametric algorithms, neural networks, and ensembles, with theoretical foundations and practical applications. Note: the textbook is written in Spanish.

Procesamiento de Lenguaje Natural Permalink

A self-contained Natural Language Processing textbook for information-technology students and professionals, covering text manipulation, classification, vector representation, and knowledge bases, with a focus on practical applications through runnable code. Note: the textbook is written in Spanish.