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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Machine Learning for Engineers (Hardcover, New edition)
Loot Price: R1,765
Discovery Miles 17 650
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Machine Learning for Engineers (Hardcover, New edition)
Expected to ship within 9 - 17 working days
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This self-contained introduction to machine learning, designed from
the start with engineers in mind, will equip students with
everything they need to start applying machine learning principles
and algorithms to real-world engineering problems. With a
consistent emphasis on the connections between estimation,
detection, information theory, and optimization, it includes: an
accessible overview of the relationships between machine learning
and signal processing, providing a solid foundation for further
study; clear explanations of the differences between
state-of-the-art techniques and more classical methods, equipping
students with all the understanding they need to make informed
technique choices; demonstration of the links between
information-theoretical concepts and their practical engineering
relevance; reproducible examples using Matlab, enabling hands-on
student experimentation. Assuming only a basic understanding of
probability and linear algebra, and accompanied by lecture slides
and solutions for instructors, this is the ideal introduction to
machine learning for engineering students of all disciplines.
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