Programming Collective Intelligence

Programming Collective Intelligence (Paperback)

By Toby Segaran 
Publisher: Shroff
Edition: Paperback
Language: English
ISBN: 8184043708
EAN: 9788184043709
No. of Pages: 376
Publish Date: 2007
Binding: Paperback
Ships to India.

Description

This fascinating book demonstrates how you can build web 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.

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

About the Authors
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.

show moreless

Specification

Title: Programming Collective Intelligence
Publisher: Shroff
Author: Toby Segaran
Edition: Paperback
Language: English
ISBN: 8184043708
EAN: 9788184043709
No. of Pages: 376
Publish Date: 2007
Binding: Paperback

Disclaimer

  • The book summary and image may be of a different edition or binding of the same title.
  • Book reviews are added by registered customers. They need not necessarily buy book.
  • These books are NOT available for reading online or for free download in PDF or ebook format.
  • Price can change due to reprinting, price change by publisher or sourcing cost change for imported books.
  • www.infibeam.com/Books is the biggest online bookstore in India for sale of books at best price - fiction, literature, audiobooks, study guides, novels, story books, rare books, textbooks and books by popular authors. These are available in various editions and bindings e.g. paperback and at best discount.
  • For the imported title, once the order gets placed ,it can’t be cancelled


Great Value

Safe Payment

Shop With
Confidence

24/7 Help Center

Free & Easy Return

Get Discounts & Offers
Stay Connected

Popular Searches on Infibeam.com

Online Shopping: Deal of The Day / Hot Deals / Best Deals / Offers

Apple iPhones: Iphone Xs Max / Iphone Xs / Iphone XR / iPhone 8 / iPhone 8 / iPhone 7 / iPhone 7 Plus / iPhone 6s / iPhone 5s

Mobile Phones:Unboxed Mobiles / Apple Mobiles / Samsung Mobiles / Micromax Mobiles / Sony Mobiles / Intex Mobiles / Latest Mobiles / Smartphones / 4G Phones / 3G Phones

Computers:Dell Laptops / Lenovo Laptops / Acer Laptops / HP Laptops / External Hard Disks / Pen Drives / Monitors / Softwares / Printers

Appliances:Air Conditioners / Air Coolers / Refrigerators / Geysers / Room Heaters / Immersion Rod / Water Purifiers / Washing Machines / Microwaves & OTG / Air Purifier

Electronics: Tablets / Cameras / Headphones / Power Bank / LED TVs / Gaming Consoles / Speakers / Tablet Accessories / Memory Cards

Men's Clothing: Shirts / T-Shirts / Tracksuits / Trousers / Ethnic Wear / Men's Denim / Cargo Shorts / Tees & Polos / Suits & Blazer

Women's Clothing: Dress Materials / Salwar Suits / Women Sarees / Kurtas & Kurtis / Leggings / Lingerie / Night Suits & Nighties / Women Shorts / Tops

Fashion:Men's Shoes / Women's Footwear / Fastrack Watches / Titan Watches / Timex Watches / Bags / Jewellery / Fastrack Sunglasses / Perfumes & Deodorants / Fashion Accessories

Online Book Store:Best Sellers Books / Business Books / History and Politics / Academic and Professional / Competitive Exams / Biographies and Autobiographies

Best Ecommerce Platform:Online Store Builder / Create Online Store / Best Ecommerce Solutions / Sell Online / Ecommerce Marketing Blog

Ecommerce Website Templates:Free Website Templates / Free Logo Design / SEO Audit Report / Theme Store / Wordpress Themes / Web & App Development Company

Copyright © 2007-2019 Infibeam.com and Affiliates
Site is up