Mehlig, Bernhard
Machine Learning with Neural Networks: An Introduction for Scientists and Engineers
- ISBN 13:
- 9781108494939
- author:
- Mehlig, Bernhard
- format:
- Hardback
- publisher:
- Cambridge University Press
- language:
- English
- Publication Year:
- 2021
- Pages:
- 350
- Dimensions:
- 24.9 x 21.1 x 1.5 centimetres (0
- Genre:
- Professional & Vocational, Tertiary Education (US: College), Science,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Machine Learning with Neural Networks: An Introduction for Scientists and Engineers
This comprehensive introduction to machine learning with neural networks provides a clear and accessible overview of the subject, drawing strong connections with underlying methods from statistical physics and current applications in science and engineering.
The book is based on a well-established undergraduate course and features numerous exercises to expand and reinforce key concepts, allowing students to hone their programming skills. It also includes frequent references to current research, providing a detailed perspective on the state-of-the-art in machine learning research.
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