CURRENTLY SOLD OUT

Learning to Learn by Lorien Pratt, Sebastian Thrun (Hardcover, 1997)

About this product

Product Information

Over the past three decades or so, research on machine learning and data mining has led to a wide variety of algorithms that learn general functions from experience. As machine learning is maturing, it has begun to make the successful transition from academic research to various practical applications. Generic techniques such as decision trees and artificial neural networks, for example, are now being used in various commercial and industrial applications. This text is a research direction within machine learning. Similar to traditional machine-learning algorithms, the methods described induce general functions from experience. However, the book investigates algorithms that can change the way they generalize, for example, practice the task of learning itself, and improve on it. To illustrate the utility of learning to learn, it is worthwhile comparing machine learning with human learning. Humans encounter a continual stream of learning tasks. They do not just learn concepts or motor skills, they also learn bias, meaning, they learn how to generalize. As a result, humans are often able to generalize correctly from extremely few examples - often just a single example suffices to teach us a new thing. A deeper understanding of computer programs that improve their ability to learn can have a large practical impact on the field of machine learning and beyond. In recent years, the field has made significant progress towards a theory of learning to learn along with practical new algorithms, some of which led to impressive results in real-world applications. The book's objective is to investigate the utility and feasibility of computer programs that can learn how to learn, both from a practical and a theoretical point of view.

Product Identifiers

Publisher
Springer
ISBN-13
9780792380474
eBay Product ID (ePID)
96107808

Product Key Features

Author
Lorien Pratt, Sebastian Thrun
Publication Name
Learning to Learn
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
1997
Type
Textbook
Number of Pages
354 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
1540g

Additional Product Features

Country/Region of Manufacture
Netherlands
Editor
Lorien Pratt, Sebastian Thrun

Best Selling in Adult Learning & University

See all

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Best Selling in Adult Learning & University

Australian Guidebook for Structural Engineers by Lonnie Pack (Paperback, 2019)
No ratings or reviews yet.
AU $84.19 New
---- Used
Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)
No ratings or reviews yet.
AU $100.97 New
---- Used
Time Management by Peter Quarry (Paperback, 1986)
No ratings or reviews yet.
AU $16.99 New
---- Used
The Ethnic Cleansing of Palestine by Ilan Pappe (Paperback, 2007)
5.0 out of 5 stars based on 1 product rating
AU $30.02 New
---- Used

Save on Adult Learning & University

Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Save on Adult Learning & University

The Australian Native Bee Hive Book: Keeping Stingless Sugarbag OATH Tim Heard
AU $31.98
Trending at AU $35.57
Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A
AU $19.95
Trending at AU $20.66
Netter Atlas of Human Anatomy: Classic Regional Approach
AU $113.94
Trending at AU $122.14
The Indoctrinated Brain: How to Successfully Fend Off the Global Attack on Your
AU $49.95
Trending at AU $57.84
Tuning the A-Series Engine: the Definitive Manual on tuning for Performance or E
AU $95.34
Trending at AU $104.01
Classical Mechanics: The Theoretical Minimum by George Hrabovsky
AU $27.46
Trending at AU $31.59

Shop by category

Learning to Learn by Lorien Pratt, Sebastian Thrun (Hardcover, 1997)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Australian Guidebook for Structural Engineers by Lonnie Pack (Paperback, 2019)

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

Time Management by Peter Quarry (Paperback, 1986)

The Ethnic Cleansing of Palestine by Ilan Pappe (Paperback, 2007)

Save on Adult Learning & University

The Australian Native Bee Hive Book: Keeping Stingless Sugarbag OATH Tim Heard

Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A

Netter Atlas of Human Anatomy: Classic Regional Approach

The Indoctrinated Brain: How to Successfully Fend Off the Global Attack on Your

Tuning the A-Series Engine: the Definitive Manual on tuning for Performance or E

Classical Mechanics: The Theoretical Minimum by George Hrabovsky

You may also like

Hardcover Adult Learning & University Books

Hardcover Adult Learning & University Books in English

Hardcover Law Adult Learning & University Books

Hardcover Textbook Adult Learning & University Books

Hardcover Mathematics Adult Learning & University Books

Learning to Read Fiction Books