Algorithms of the Intelligent Web, Second Edition

Douglas McIlwraith, Haralambos Marmanis, Dmitry Babenko

$117.95 $100.18

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English

Manning Publications
12 September 2016

Algorithms & data structures; Databases & the Web

DESCRIPTION

There's priceless insight trapped in the flood of data users leave behind as they interact with web pages and applications. Those insights can be unlocked by using intelligent algorithms like the ones that have earned Facebook, Google, Twitter, and Microsoft a place among the giants of web data pattern extraction. Improved search, data classification, and other smart pattern matching techniques can give an enormous advantage to understanding and interacting with users.

Algorithms of the Intelligent Web, Second Edition has been totally revised and teaches the most important approaches to algorithmic web data analysis, enabling readers to create machine learning applications that crunch, munge, and wrangle data collected from users, web applications, sensors, and website logs. Key machine learning concepts are explained and introduced with many code examples in Python's scikit-learn. The book guides readers through the underlying machinery and intelligent algorithms to capture, store, and structure data streams. Readers will explore recommendation engines from the example of Netflix movie recommendations and dive into classification via statistical algorithms, neural networks, and deep learning. They will also consider the ins and outs of ranking and how to test applications based on intelligent algorithms.

KEY SELLING POINTS

Machine learning for newbies

Easily accessed examples

Concepts presented are technology agnostic

AUDIENCE

To get the most from this book, you should have a good foundation in Java programming and a general understanding of internet technology.

ABOUT THE TECHNOLOGY

This book provides an overview, with easy to access examples, of algorithms which learn from data. Such algorithms have been widely adopted by many large internet companies such as Facebook and Google and are continuing to grow in popularity. This book has many examples in Python using the scikit-learn library, however the concepts presented are technology agnostic and can be easily applied with any common programming language.

By: Douglas McIlwraith, Haralambos Marmanis, Dmitry Babenko
Imprint: Manning Publications
Country of Publication: United States
Edition: 2nd edition
Dimensions: Height: 235mm, Width: 190mm, Spine: 10mm
Weight: 430g
ISBN: 9781617292583
ISBN 10: 1617292583
Pages: 240
Publication Date: 12 September 2016
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Douglas McIlwraith earned his first degree at Cambridge in computer science before completing a PhD in sensor fusion from Imperial College in London. He is a machine learning expert, currently working as senior data scientist for a London-based advertising company. Dr. Haralambos Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions. He has 25 years experience in developing professional software. Dmitry Babenko has designed and built a wide variety of applications and infrastructure frameworks for banking, insurance, supply-chain management, and business intelligence companies. He received a M.S. degree in computer science from Belarussian State University of Informatics and Radioelectronics.

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Algorithms of the Intelligent Web, Second Edition

Douglas McIlwraith, Haralambos Marmanis, Dmitry Babenko

$117.95 $100.18

Paperback

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