Bayesian Reasoning and Machine Learning

Valutazione media 4,08
( su 100 valutazioni fornite da GoodReads )
 
9780521518147: Bayesian Reasoning and Machine Learning

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Recensione:

'This book is an exciting addition to the literature on machine learning and graphical models. What makes it unique and interesting is that it provides a unified treatment of machine learning and related fields through graphical models, a framework of growing importance and popularity. Another feature of this book lies in its smooth transition from traditional artificial intelligence to modern machine learning. The book is well-written and truly pleasant to read. I believe that it will appeal to students and researchers with or without a solid mathematical background.' Zheng-Hua Tan, Aalborg University, Denmark

'With approachable text, examples, exercises, guidelines for teachers, a MATLAB toolbox and an accompanying website, Bayesian Reasoning and Machine Learning by David Barber provides everything needed for your machine learning course. Only students not included.' Jaakko Hollmén, Aalto University

'The chapters on graphical models form one of the clearest and most concise presentations I have seen … The exposition throughout uses numerous diagrams and examples, and the book comes with an extensive software toolbox - these will be immensely helpful for students and educators. It's also a great resource for self-study.' Arindam Banerjee, University of Minnesota

'I repeatedly get unsolicited comments from my students that the contents of this book have been very valuable in developing their understanding of machine learning … My students praise this book because it is both coherent and practical, and because it makes fewer assumptions regarding the reader's statistical knowledge and confidence than many books in the field.' Amos Storkey, University of Edinburgh

Descrizione del libro:

This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

I migliori risultati di ricerca su AbeBooks

Edizione Internazionale
Edizione Internazionale

1.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Quantità: 1
Edizione Internazionale
Da
firstbookstore
(New Delhi, India)
Valutazione libreria
[?]

Descrizione libro Condizione libro: Brand New. Brand New Paperback International Edition, Perfect Condition. Printed in English. Excellent Quality, Service and customer satisfaction guaranteed!. Codice libro della libreria AIND-127280

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 33,14
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: India a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

2.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Quantità: 5
Edizione Internazionale
Da
EBOOKSTORE2010
(New Delhi, ND, India)
Valutazione libreria
[?]

Descrizione libro Condizione libro: Brand New. New. SoftCover International edition. Different ISBN and Cover image but contents are same as US edition. Customer Satisfaction guaranteed!!. Codice libro della libreria SHUB149945

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 33,49
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: India a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

3.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Quantità: 5
Edizione Internazionale
Da
Bookshub
(Karol Bagh, India)
Valutazione libreria
[?]

Descrizione libro Condizione libro: New. New. International edition. Perfect condition. Ship by express service to USA, Canada, Australia, France, Italy, UK, Germany and Netherland. Customer satisfaction our priority. Codice libro della libreria ABE-FEB-149945

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 33,54
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: India a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

4.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Brossura Quantità: 2
Edizione Internazionale
Da
Romtrade Corp.
(STERLING HEIGHTS, MI, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Condizione libro: New. Brand New Paperback International Edition.We Ship to PO BOX Address also. EXPEDITED shipping option also available for faster delivery. Codice libro della libreria AUSBNEW-127280

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 35,78
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: U.S.A. a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

5.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Brossura Quantità: 5
Edizione Internazionale
Da
Basi6 International
(Irving, TX, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Condizione libro: Brand New. New, SoftCover International edition. Different ISBN and Cover image but contents are same as US edition. Excellent Customer Service. Codice libro della libreria ABEUSA-149945

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 35,80
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: U.S.A. a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

6.

Barber, David
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Paperback Quantità: > 20
Edizione Internazionale
Da
US_Superfast_Bookstore
(New Castle, DE, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Paperback. Condizione libro: New. This is an International Edition Brand New Paperback Same Title Author and Edition as listed. ISBN and Cover design differs. Similar Contents as U.S Edition. Standard Delivery within 6-14 business days ACROSS THE GLOBE. We can ship to PO Box address in US. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" or "For sale in Asia only" or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from multiple warehouses across the globe including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Codice libro della libreria US9780521518147

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 27,57
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 8,27
Da: U.S.A. a: Italia
Destinazione, tempi e costi
Edizione Internazionale
Edizione Internazionale

7.

Barber, David
Editore: Cambridge University Press
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Brossura Quantità: > 20
Edizione Internazionale
Da
Sunshine Book Store
(Wilmington, DE, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Cambridge University Press. Condizione libro: New. 0521518148 This is an International Edition. Brand New, Paperback, Delivery within 6-14 business days, Similar Contents as U.S Edition, ISBN and Cover design may differ, printed in Black & White. Choose Expedited shipping for delivery within 3-8 business days. We do not ship to PO Box, APO , FPO Address. In some instances, subjects such as Management, Accounting, Finance may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code/CD is not provided with these editions , unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. Codice libro della libreria BU9780521518147

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 33,44
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 9,20
Da: U.S.A. a: Italia
Destinazione, tempi e costi

8.

David Barber
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Rilegato Quantità: 1
Da
The Book Depository US
(London, Regno Unito)
Valutazione libreria
[?]

Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Condizione libro: New. 249 x 190 mm. Language: English . Brand New Book. Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master s students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online. Codice libro della libreria AAZ9780521518147

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 70,20
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: Italia
Destinazione, tempi e costi

9.

David Barber
Editore: CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2012)
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Rilegato Quantità: 1
Da
The Book Depository
(London, Regno Unito)
Valutazione libreria
[?]

Descrizione libro CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2012. Hardback. Condizione libro: New. 249 x 190 mm. Language: English . Brand New Book. Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master s students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online. Codice libro della libreria AAZ9780521518147

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 70,23
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: Italia
Destinazione, tempi e costi

10.

David Barber
ISBN 10: 0521518148 ISBN 13: 9780521518147
Nuovi Rilegato Quantità: 1
Da
Ria Christie Collections
(Uxbridge, Regno Unito)
Valutazione libreria
[?]

Descrizione libro Hardback. Condizione libro: New. Not Signed; Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who k. book. Codice libro della libreria ria9780521518147_rkm

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 68,83
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 5,30
Da: Regno Unito a: Italia
Destinazione, tempi e costi

Vedi altre copie di questo libro

Vedi tutti i risultati per questo libro