eBook - ePub
Computational Mathematics
An introduction to Numerical Analysis and Scientific Computing with Python
Dimitrios Mitsotakis
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- 508 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Computational Mathematics
An introduction to Numerical Analysis and Scientific Computing with Python
Dimitrios Mitsotakis
Book details
Table of contents
Citations
About This Book
This textbook is a comprehensive introduction to computational mathematics and scientific computing suitable for undergraduate and postgraduate courses. It presents both practical and theoretical aspects of the subject, as well as advantages and pitfalls of classical numerical methods alongside with computer code and experiments in Python. Each chapter closes with modern applications in physics, engineering, and computer science.
Features:
- No previous experience in Python is required.
- Includes simplified computer code for fast-paced learning and transferable skills development.
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- Includes practical problems ideal for project assignments and distance learning.
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- Presents both intuitive and rigorous faces of modern scientific computing.
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- Provides an introduction to neural networks and machine learning.
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