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INTRODUCTION TO MACHINE LEARNING Book Free Download

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INTRODUCTION TO MACHINE LEARNING
AN EARLY DRAFT OF A PROPOSED
Nils J. Nilsson

Table of Contents

1 Preliminaries

2 Boolean Functions

3 Using Version Spaces for Learnin

4 Neural Networks

5 Statistical Learning

6 Decision Trees

7 Inductive Logic Programming

8 Computational Learning Theory

9 Unsupervised Learning

10 Temporal-Di erence Learning

11 Delayed-Reinforcement Learning

12 Explanation-Based Learning

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