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 c… Celý popis ↓
Porovnanie cien Machine Learning for Engineers Simeone Osvaldo
Popis 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.
Parametre
- Výrobca
- Griffin, Betsy
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