Algorithms of the Intelligent Web读书介绍
| 类别 | 页数 | 译者 | 网友评分 | 年代 | 出版社 |
|---|---|---|---|---|---|
| 书籍 | 325页 | 2020 | Manning Publications |
| 定价 | 出版日期 | 最近访问 | 访问指数 |
|---|---|---|---|
| USD 35.41 | 2020-02-20 … | 2020-06-13 … | 13 |
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.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
作者简介Haralambos (Babis) Marmanis 博士是一个把机器学习技术应用于工业界的先行者，也是供应管理的世界级专家。Dmitry Babenko曾经为银行、保险、供应链管理与商务智能公司设计过应用与基础架构。
本书拥有者可以通过 www.manning.com/AlgorithmsoftheIntelligentWeb在线获得作者的信息、样例代码与免费的电子版本。
Dr. Haralambos (Babis) Marmanis is a pioneer in the adoption of machine learning techniques for industrial solutions, and also a world expert in supply management. He has about twenty years ...
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