Weapons of Math Destruction

by Cathy O’Neil

This book will challenge your view of machine learning in terms of its ethical implication. Powerful read.

Machine Learning: The New AI

by Ethem Alpaydin

Very short and concise read to truly understand what machine learning is, what it can do, and what its main limitations are.