Programming Collective Intelligence: Building Smart Web 2.0 Applications

4,06 valoración promedio
( 1.164 valoraciones por GoodReads )
 
9780596529321: Programming Collective Intelligence: Building Smart Web 2.0 Applications
Reseña del editor:

Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.

Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:

  • Collaborative filtering techniques that enable online retailers to recommend products or media
  • Methods of clustering to detect groups of similar items in a large dataset
  • Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm
  • Optimization algorithms that search millions of possible solutions to a problem and choose the best one
  • Bayesian filtering, used in spam filters for classifying documents based on word types and other features
  • Using decision trees not only to make predictions, but to model the way decisions are made
  • Predicting numerical values rather than classifications to build price models
  • Support vector machines to match people in online dating sites
  • Non-negative matrix factorization to find the independent features in a dataset
  • Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game
Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you.

"Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."
-- Dan Russell, Google

"Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."
-- Tim Wolters, CTO, Collective Intellect

Biografía del autor:

Toby Segaran is a software developer and manager at Genstruct, a computational systems biology company. He has written free web applications for his own use and put them online for others to try, including: tasktoy, a task management system; Lazybase, an online application that lets users design, create and share databases of anything they like; and Rosetta Blog, an online tool for practicing Spanish and French by reading blogs along with their translations and lists of common words. Each of these has several hundred regular users. His blog is located at kiwitobes.com.

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

Edición internacional
Edición internacional

1.

Toby Segaran
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Paperback Cantidad: > 20
Edición internacional
Librería
US_Superfast_Bookstore
(New Castle, DE, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Estado de conservación: 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. Nº de ref. de la librería US9780596529321

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 15,61
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 2,45
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

2.

Segaran, Toby
Editorial: O'Reilly Media
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Tapa blanda Cantidad: > 20
Edición internacional
Librería
Sunshine Book Store
(Wilmington, DE, Estados Unidos de America)
Valoración
[?]

Descripción O'Reilly Media. Estado de conservación: New. 0596529325 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. Nº de ref. de la librería NU9780596529321

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 18,24
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

3.

Toby Segaran
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Tapa blanda Cantidad: 3
Edición internacional
Librería
bookscollection
(Delhi, DELHI, India)
Valoración
[?]

Descripción Estado de conservación: Brand New. PAPERBACK,Book Condition New, Brand New, Softcover, International Edition. We Do not Ship APO FPO AND PO BOX.NOT LOOSE LEAF VERSION,NO SOLUTION MANUAL, NO CD, NO ACCESS CARD Cover Image & ISBN may be different from US edition but contents as US Edition. Printing in English language. Quick delivery by USPS/UPS/DHL/FEDEX/ARAMEX ,Customer satisfaction guaranteed. We may ship the books from Asian regions for inventory purpose. Nº de ref. de la librería ABEJULNAD640

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 16,32
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,60
De India a Estados Unidos de America
Destinos, gastos y plazos de envío
Edición internacional
Edición internacional

4.

Toby Segaran
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Soft cover Cantidad: > 20
Edición internacional
Librería
University Bookstore
(DELHI, DELHI, India)
Valoración
[?]

Descripción 2007. Soft cover. Estado de conservación: New. This book is BRAND NEW Soft cover International edition with black and white printing. ISBN number & cover page may be different but contents identical to the US edition word by word. Book is in English language. Nº de ref. de la librería UN-SHRO-510

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 13,42
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,00
De India a Estados Unidos de America
Destinos, gastos y plazos de envío

5.

Segaran, Toby
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Paperback Cantidad: > 20
Impresión bajo demanda
Librería
BargainBookStores
(Grand Rapids, MI, Estados Unidos de America)
Valoración
[?]

Descripción Paperback. Estado de conservación: New. This item is printed on demand. Item doesn't include CD/DVD. Nº de ref. de la librería 1050769

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 20,51
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

6.

Segaran, Toby
Editorial: O'Reilly Media
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos PAPERBACK Cantidad: > 20
Librería
Mediaoutlet12345
(Springfield, VA, Estados Unidos de America)
Valoración
[?]

Descripción O'Reilly Media. PAPERBACK. Estado de conservación: New. 0596529325 *BRAND NEW* Ships Same Day or Next!. Nº de ref. de la librería SWATI2122348728

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 20,89
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Toby Segaran
Editorial: O Reilly Media, Inc, USA, United States (2007)
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Paperback Cantidad: 10
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción O Reilly Media, Inc, USA, United States, 2007. Paperback. Estado de conservación: New. 234 x 178 mm. Language: English . Brand New Book. Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you ve found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: * Collaborative filtering techniques that enable online retailers to recommend products or media * Methods of clustering to detect groups of similar items in a large dataset * Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm * Optimization algorithms that search millions of possible solutions to a problem and choose the best one * Bayesian filtering, used in spam filters for classifying documents based on word types and other features * Using decision trees not only to make predictions, but to model the way decisions are made * Predicting numerical values rather than classifications to build price models * Support vector machines to match people in online dating sites * Non-negative matrix factorization to find the independent features in a dataset * Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details. -- Dan Russell, Google Toby s book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths. -- Tim Wolters, CTO, Collective Intellect. Nº de ref. de la librería AAH9780596529321

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 26,86
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Toby Segaran
Editorial: O Reilly Media, Inc, USA, United States (2007)
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Paperback Cantidad: 10
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción O Reilly Media, Inc, USA, United States, 2007. Paperback. Estado de conservación: New. 234 x 178 mm. Language: English . Brand New Book. Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you ve found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: * Collaborative filtering techniques that enable online retailers to recommend products or media * Methods of clustering to detect groups of similar items in a large dataset * Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm * Optimization algorithms that search millions of possible solutions to a problem and choose the best one * Bayesian filtering, used in spam filters for classifying documents based on word types and other features * Using decision trees not only to make predictions, but to model the way decisions are made * Predicting numerical values rather than classifications to build price models * Support vector machines to match people in online dating sites * Non-negative matrix factorization to find the independent features in a dataset * Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details. -- Dan Russell, Google Toby s book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths. -- Tim Wolters, CTO, Collective Intellect. Nº de ref. de la librería AAH9780596529321

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 27,05
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Segaran, Toby
Editorial: O'Reilly Media
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos PAPERBACK Cantidad: 3
Librería
Movie Mars
(Indian Trail, NC, Estados Unidos de America)
Valoración
[?]

Descripción O'Reilly Media. PAPERBACK. Estado de conservación: New. 0596529325 Brand New Book. Ships from the United States. 30 Day Satisfaction Guarantee!. Nº de ref. de la librería 4179274

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 25,15
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,69
A Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Segaran, Toby
Editorial: O'Reilly Media (2017)
ISBN 10: 0596529325 ISBN 13: 9780596529321
Nuevos Paperback Cantidad: 20
Impresión bajo demanda
Librería
Murray Media
(North Miami Beach, FL, Estados Unidos de America)
Valoración
[?]

Descripción O'Reilly Media, 2017. Paperback. Estado de conservación: New. This item is printed on demand. Nº de ref. de la librería 0596529325

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 27,13
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 2,77
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda