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Algorithms of the Intelligent Web - Paperback By McIlwraith, Douglas - GOOD

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Item specifics

Condition
Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
Brand
Unbranded
Book Title
Algorithms of the Intelligent Web
MPN
Does not apply
ISBN
9781617292583
Publication Year
2016
Type
Textbook
Format
Trade Paperback
Language
English
Publication Name
Algorithms of the Intelligent Web
Item Height
0.4in
Author
Haralambos Haralambos Marmanis, Dmitry Dmitry Babenko, Douglas Douglas Mcilwraith
Item Length
9.3in
Publisher
Manning Publications Co. LLC
Item Width
7.5in
Item Weight
15.2 Oz
Number of Pages
240 Pages

About this product

Product Information

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.

Product Identifiers

Publisher
Manning Publications Co. LLC
ISBN-10
1617292583
ISBN-13
9781617292583
eBay Product ID (ePID)
219188278

Product Key Features

Author
Haralambos Haralambos Marmanis, Dmitry Dmitry Babenko, Douglas Douglas Mcilwraith
Publication Name
Algorithms of the Intelligent Web
Format
Trade Paperback
Language
English
Publication Year
2016
Type
Textbook
Number of Pages
240 Pages

Dimensions

Item Length
9.3in
Item Height
0.4in
Item Width
7.5in
Item Weight
15.2 Oz

Additional Product Features

Lc Classification Number
Qa76.9.A43m387 2016
Edition Number
2
Copyright Date
2017
Target Audience
Scholarly & Professional
Topic
Programming / Algorithms, Computer Science, Intelligence (Ai) & Semantics, Web / Design, Databases / Data Mining
Lccn
2016-439728
Dewey Decimal
006.76
Dewey Edition
22
Illustrated
Yes
Genre
Computers

Item description from the seller

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