Machine Learning for Engineers Simeone Osvaldo
Machine Learning for Engineers Simeone Osvaldo This self-contained introduction to machine learning, designed from the start with engineers in mind, will equip students with everything they need to…
Specifikacia Machine Learning for Engineers Simeone Osvaldo
Machine Learning for Engineers Simeone Osvaldo
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.
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