Machine learning for engineers using data to solve problems for physical systems

Part I Fundamentals -- 1. Introduction -- 2. The landscape of machine learning -- 3. Linear models -- 4. Tree-based models -- 5. Clustering data -- Part II Deep Neural Networks -- 6. Feed-forward Neural networks -- 7.convolutional neural networks -- 8. Recurrent neural networks for time series data...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	McClarren, Ryan G. (VerfasserIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Cham Springer 2021
Schlagworte:	Computational intelligence. > Computer mathematics. > Artificial intelligence. > Mechanical engineering. > Civil engineering. > Nuclear energy.
Online Zugang:	Inhaltsverzeichnis
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