Machine Learning

The Little Book of Reinforcement Learning

by Alexandre Torres-Leguet

Topics: Machine Learning , Artificial intelligence , Reinforcement learning

The Emerging Science of Machine Learning Benchmarks

by Moritz Hardt

Topics: Machine Learning , LLMs

Maths, CS & AI Compendium

by Henry Ndubuaku

Topics: Mathematics , Machine Learning , Deep learning , Artificial intelligence , Natural language processing , Algorithms

Data Engineering for Large Models: Architecture, Algorithms, and Project Practice

Topics: Data science , LLMs , Deep learning , Artificial intelligence , Machine Learning , MLOps , Natural language processing

Probabilistic Machine Learning: Advanced Topics

by Kevin Patrick Murphy

Topics: Machine Learning

Probabilistic Machine Learning: An Introduction

by Kevin Patrick Murphy

Topics: Machine Learning

Mathematics for Machine Learning

by Marc Peter Deisenroth , A Aldo Faisal , Cheng Soon Ong

Topics: Mathematics , Machine Learning

The Tensor Cookbook

by Thomas Dybdahl Ahle

Topics: Machine Learning

Understanding Machine Learning: From Theory to Algorithms

by Shai Shalev-Shwartz , Shai Ben-David

Topics: Artificial intelligence , Machine Learning

Understanding Deep Learning

by Simon J D Prince

Topics: Machine Learning , Deep learning , Artificial intelligence

The Pragmatic Programmer for Machine Learning

by Marco Scutari , Mauro Malvestio

Topics: Machine Learning , Data science

Machine Learning Engineering

by Andriy Burkov

Topics: Machine Learning

Machine Learning from Scratch

by Danny Friedman

Topics: Machine Learning

Data-Driven Science and Engineering

by Steven L. Brunton , J. Nathan Kutz

Topics: Data science , Machine Learning

Paradigms of Artificial Intelligence Programming

by Peter Norvig

Topics: Artificial intelligence , Machine Learning , Common LISP

Machine Learning Engineering Open Book

by Stas Bekman

Topics: Machine Learning