Machine learning hands-on for developers and technical professionals
This book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers...
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| Format: | eBook |
| Language: | English |
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Indianapolis, Ind.
Wiley
2015
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | This book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. It is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: learn the languages of machine learning including Hadoop, Mahout, and Weka; understand decision trees, Bayesian networks, and artificial neural networks; implement association rule, real time, and batch learning; develop a strategic plan for safe, effective, and efficient machine learning. -- |
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| Physical Description: | 1 online resource illustrations |
| ISBN: | 9781322214702 1119183464 1118889061 9781118889497 1118889495 9781119183464 9781118889060 1118889398 9781118889398 |