Machine Learning in Action

Peter Harrington

April 2012 | 384 pages | B&W
ISBN: 9781617290183

$44.99 pBook + eBook (includes PDF, ePub, and Kindle)
$35.99 eBook only (includes PDF, ePub, and Kindle)
Browse all our mobile format eBooks.

Resources

 Look Inside Resources Downloads

Summary

Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification.

About the Book

A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interesting or useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many.

Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification.

Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful.

What's Inside

About the Author

Peter Harrington is a professional developer and data scientist. He holds five US patents and his work has been published in numerous academic journals.

::...
免责声明:
当前网页内容, 由 大妈 ZoomQuiet 使用工具: ScrapBook :: Firefox Extension 人工从互联网中收集并分享;
内容版权归原作者所有;
本人对内容的有效性/合法性不承担任何强制性责任.
若有不妥, 欢迎评注提醒:

或是邮件反馈可也:
askdama[AT]googlegroups.com



自怼圈/年番新

DU21.7
关于 ~ DebugUself with DAMA ;-)


关注公众号, 持续获得相关各种嗯哼:
zoomquiet


粤ICP备18025058号-1
公安备案号: 44049002000656 ...::