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Bell, Jason

Machine Learning: Hands-On for Developers and Technical Professionals

Bell, Jason - Machine Learning: Hands-On for Developers and Technical Professionals, ebook

49,60€

Ebook, ePUB with Adobe DRM
ISBN: 9781118889497
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Dig deep into the data with a hands-on guide to machine learning

Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book 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. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor's Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference.

At its core, machine learning is a mathematical, algorithm-based technology that forms the basis of historical data mining and modern big data science. Scientific analysis of big data requires a working knowledge of machine learning, which forms predictions based on known properties learned from training data. Machine Learning 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

By learning to construct a system that can learn from data, readers can increase their utility across industries. Machine learning sits at the core of deep dive data analysis and visualization, which is increasingly in demand as companies discover the goldmine hiding in their existing data. For the tech professional involved in data science, Machine Learning: Hands-On for Developers and Technical Professionals provides the skills and techniques required to dig deeper.

Keywords: Data Mining Statistics, Machine Learning: Hands-On for Developers and Technical Professionals, Jason Bell, big data techniques, big data technology, data mining, data analysis, data analysis algorithms, knowledge discovery, artificial intelligence, machine learning help, machine learning tutorial, machine learning handbook, machine learning guide, machine learning examples, machine learning code, machine learning applications, machine learning techniques, machine learning languages, machine learning algorithms, real time machine learning, data visualization, machine learning revolution, machine learning for developers

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2015
Language
en
Edition
1
Page amount
408 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (ePUB)
9781118889497
Printed ISBN
9781118889060

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