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- Engels
- E-book
- 9781119902010
- 10 januari 2023
- Adobe ePub
Samenvatting
SYSTEMS ENGINEERING NEURAL NETWORKS
A complete and authoritative discussion of systems engineering and neural networks
In Systems Engineering Neural Networks, a team of distinguished researchers deliver a thorough exploration of the fundamental concepts underpinning the creation and improvement of neural networks with a systems engineering mindset. In the book, you’ll find a general theoretical discussion of both systems engineering and neural networks accompanied by coverage of relevant and specific topics, from deep learning fundamentals to sport business applications.
Readers will discover in-depth examples derived from many years of engineering experience, a comprehensive glossary with links to further reading, and supplementary online content. The authors have also included a variety of applications programmed in both Python 3 and Microsoft Excel.
The book provides:
- A thorough introduction to neural networks, introduced as key element of complex systems
- Practical discussions of systems engineering and forecasting, complexity theory and optimization and how these techniques can be used to support applications outside of the traditional AI domains
- Comprehensive explorations of input and output, hidden layers, and bias in neural networks, as well as activation functions, cost functions, and back-propagation
- Guidelines for software development incorporating neural networks with a systems engineering methodology
Perfect for students and professionals eager to incorporate machine learning techniques into their products and processes, Systems Engineering Neural Networks will also earn a place in the libraries of managers and researchers working in areas involving neural networks.
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- E-book
- Oorspronkelijke releasedatum
- 10 januari 2023
- Ebook Formaat
- Adobe ePub
Betrokkenen
- Hoofdauteur
- Alessandro Migliaccio
- Tweede Auteur
- Giovanni Iannone
- Hoofduitgeverij
- Wiley
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Overige kenmerken
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- 1
- Studieboek
- Nee
EAN
- EAN
- 9781119902010
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