DIG DEEP INTO THE DATA WITH A HANDS-ON GUIDE TO MACHINE LEARNING WITH
UPDATED EXAMPLES AND MORE!
_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.
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Produktdetaljer
ISBN
9781119642190
Publisert
2020
Utgave
2. utgave
Utgiver
Vendor
John Wiley & Sons P&T
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter