The Hundred Page Machine Learning Book by Andriy Burkov

Andriy Burkov’s The Hundred-Page Machine Learning Book is a concise yet comprehensive introduction to modern machine learning. Covering key concepts such as supervised and unsupervised learning, neural networks, decision trees, clustering, and more, it balances intuition with essential math and practical examples. Accessible and widely praised by experts, it’s an ideal guide for beginners, practitioners, and anyone looking to quickly grasp the foundations of AI.