• Menu
  • Skip to right header navigation
  • Skip to main content
  • Skip to secondary navigation
  • Skip to primary sidebar

OnlineProgrammingBooks.com

Legally Free Computer Books

  • All Categories
  • All Books
  • All Categories
  • All Books
  • About Us
  • Privacy policy
  • Disclaimer
  • Subscribe
  • Contact
You are here: Home ▶ AI and Robotics ▶ Introduction to Machine Learning

Introduction to Machine Learning

March 24, 2006

This free pdf book “Introduction to Machine Learning” by Nils J. Nilsson

Book Description

My intention is to pursue a middle ground between a theoretical textbook and one that focusses on applications. The book concentrates on the important ideas in machine learning. I do not give proofs of many of the theorems that I state, but I do give plausibility arguments and citations to formal proofs. And, I do not treat many matters that would be of practical importance in applications; the book is not a handbook of machine learning practice. Instead, my goal is to give the reader sucient preparation to make the extensive literature on machine learning accessible.

Table of Contents

  • Boolean Functions
  • Using Version Spaces for Learning
  • Neural Networks
  • Statistical Learning
  • Decision Trees
  • Inductive Logic Programming
  • Computational Learning Theory
  • Unsupervised Learning
  • Temporal-Difference Learning
  • Delayed-Reinforcement Learning and Explanation-Based Learning

Download Free PDF / Read Online

Author(s): Nils J. Nilsson
Format(s): PDF
File size: 1.81 MB
Number of pages: 188
Link: Download.

Similar Books:

  1. Machine Learning
  2. Theory and Novel Applications of Machine Learning
  3. Reinforcement Learning: An Introduction
  4. Introduction to Machine Translation
  5. Neural Networks – A Systematic Introduction
Previous Post: « Ray Theory: Characteristics and Asymptotics
Next Post: Essential CVS »

Primary Sidebar

Get Latest Updates

  • Facebook
  • Pinterest
  • RSS
  • Twitter
  • YouTube
  • About Us
  • Privacy policy
  • Disclaimer
  • Subscribe
  • Contact

Copyright © 2006–2023 OnlineProgrammingBooks.com