Python for Scientific Computing and Artificial Intelligence
Format:Hardback
Publisher:Taylor & Francis Ltd
Published:15th Jun '23
Currently unavailable, and unfortunately no date known when it will be back
This hardback is available in another edition too:
- Paperback£54.99(9781032258713)
Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI).
This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling.
Features:
- No prior experience of programming is required
- Online GitHub repository available with codes for readers to practice
- Covers applications and examples from biology, chemistry, computer science, data science, electrical and mechanical engineering, economics, mathematics, physics, statistics and binary oscillator computing
- Full solutions to exercises are available as Jupyter notebooks on the Web
Support Material
GitHub Repository of Python Files and Notebooks: https://github.com/proflynch/CRC-Press/
Solutions to All Exercises:
Section 1: An Introduction to Python: https://drstephenlynch.github.io/webpages/Solutions_Section_1.html
Section 2: Python for Scientific Computing: https://drstephenlynch.github.io/webpages/Solutions_Section_2.html
Section 3: Artificial Intelligence: https://drstephenlynch.github.io/webpages/Solutions_Section_3.html
ISBN: 9781032258737
Dimensions: unknown
Weight: 1300g
314 pages