Learning jQuery provides a gentle introduction to jQuery concepts, allowing you to add interactions and animations to your pages—even if previous attempts at writing Javascr ipt have left you baffled. This book guides you past the pitfalls associate
The goal of building systems that can adapt to their environments and learn from their experience has attracted researchers from many fields, including com- puter science, engineering, mathematics, physics, neuroscience, and cognitive science. Out of
Machine learning is currently one of the most rapidly growing areas of research in computer science. In compiling this volume we have brought together contributions from some of the most prestigious researchers in this field. This book covers the th
This book introduces practical machine learning tools and techniques in data mining. A very good book for learners in this area. Its authors are Ian H. Witten and Eibe Frank.
This book is a thorough introduction to the most important topics in data mining and machine learning. It begins with a detailed review of classical function estimation and proceeds with chapters on nonlinear regression, classification, and ensemble
David J. C. MacKay's book. The textbook used for the information theory course in Cambridge University. Also an excellent book for machine learning. The special feature of this book is it reveals the relationship between information theory and machi
The authoritative textbook for reinforcement learning by Richard Sutton and Andrew Barto. Contents Preface Series Forward Summary of Notation I. The Problem 1. Introduction 1.1 Reinforcement Learning 1.2 Examples 1.3 Elements of Reinforcement Learni
