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Download Algorithms of the Intelligent Web, 2nd Edition free book as pdf format

Algorithms of the Intelligent Web, 2nd Edition

Algorithms of the Intelligent Web, 2nd Edition This link for educational purpose only. Please remove file from your computer after familiarization.

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.

Book year:

Book pages: 325

ISBN: 1617292583

Book language: en

File size: 7.49 MB

File type: pdf

Published: 25 January 2019 - 05:13