Can I read Mathematical Foundations of ML on EtoBox?

Mathematical Foundations of ML by Gilberto Sánchez is a document available to read on EtoBox.

What is Mathematical Foundations of ML about?

This document provides an overview and outline of mathematical foundations of machine learning lecture notes. It includes: - An introduction to machine learning and different types including supervised and unsupervised learning. - Chapters covering Python basics, simple machine learning algorithms like perceptrons and Adaline, gradient-based optimization methods, and popular classifiers like logistic regression. - References several machine learning textbooks and lecture notes that informed the content.

Author

Gilberto Sánchez

Language

EN