Tom Mitchell taught "Machine Learning" (10-701) at CMU for years. The official course websites are often still live. Search for "10-701 Tom Mitchell Lecture Notes" . These notes are legally free and often more polished than the book chapters.
A: No legal free full PDF exists. However, CMU Course 10-701 provides chapter samplers; used physical copies are inexpensive. tom mitchell machine learning pdf github
Searching for reveals a common journey: first you need the theory (the PDF), then you need the praxis (the code). Mitchell’s 1997 masterpiece remains uniquely valuable because it focuses on algorithms that generalize —concept learning, Bayesian inference, and reinforcement learning—that are independent of the deep learning hype cycle. Tom Mitchell taught "Machine Learning" (10-701) at CMU
Book content (high level)