Giussani A. Applied Machine Learning with Python

EGEA Spa, 2020. — 204 p. — ISBN: 978-88-99902-65-0.This book gives the fundamental principles for developing Machine Learning applications with Python.Introduction to Machine Learning
Linear Models for Machine Learning
Beyond Linearity: Ensemble Methods for ML
An Introduction to Modern ML Techniques
Appendices
A crash course in Python
Mathematics behind the skip-gram model