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Machine Learning
Review Rating

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Machine Learning

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Machine Learning

Tom M Mitchell

Published by Tata Mcgraw Hill Publishing Co Ltd | Language - English | Binding - Paper Back

Average Rating (88 Customers)

` 615 (11% off) ` 545

+ The price is inclusive of GST.
+ Free Shipping (for orders above `199).

Available for EXPRESS DELIVERY

Description

About the Book: Machine Learning

"This textbook provides a single source introduction to the primary approaches to machine learning. It is intended for advanced undergraduate and graduate students, as well as for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed.

Several key algorithms, example date sets, and project- oriented home work assignments discussed in the book are accessible through the World Wide Web.

Feature:

The book covers the concepts and techniques from the various fields in a unified fashion

Covers very recent subjects such as genetic algorithms, reinforcement learning, and inductive logic programming.

Writing style is clear, explanatory and precise."

Content


"1. Introduction

2. Concept Learning and the General-to-Specific Ordering

3. Decision Tree Learning

4. Artificial Neural Networks

5. Evaluating Hypothese

6. Bayesian Learning

7. Computational Learning Theory

8. Instance-Based Learning

9. Genetic Algorithms

10. Learning Sets of Rules

11. Analytical Learning

12. Combining Inductive and Analytical Learning

13. Reinforcement Learning"

About the Author: Tom M Mitchell

Tom M. Mitchell Carnegie Mellon University

Details

Book: Machine Learning
Author:
ISBN-13: 9781259096952
Product Code EBK0174496
Binding: Paper Back
Publishing Date: 2018
Publisher: Tata Mcgraw Hill Publishing Co Ltd
Language: English

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