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Machine Learning - Hands-On for Developers and Technical Professionals, Second Edition (Paperback, 2nd Edition)
Loot Price: R972
Discovery Miles 9 720
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Machine Learning - Hands-On for Developers and Technical Professionals, Second Edition (Paperback, 2nd Edition)
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Total price: R992
Discovery Miles: 9 920
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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.
General
Imprint: |
John Wiley & Sons
|
Country of origin: |
United States |
Release date: |
April 2020 |
Authors: |
J. Bell
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Dimensions: |
233 x 188 x 21mm (L x W x T) |
Format: |
Paperback
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Pages: |
432 |
Edition: |
2nd Edition |
ISBN-13: |
978-1-119-64214-5 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
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LSN: |
1-119-64214-0 |
Barcode: |
9781119642145 |
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