Python For Scientific Computing And Artificial Intelligence
Download Python For Scientific Computing And Artificial Intelligence full books in PDF, epub, and Kindle. Read online free Python For Scientific Computing And Artificial Intelligence ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Python for Scientific Computing and Artificial Intelligence
Author | : Stephen Lynch |
Publisher | : CRC Press |
Total Pages | : 334 |
Release | : 2023-06-15 |
Genre | : Computers |
ISBN | : 100088967X |
Download Python for Scientific Computing and Artificial Intelligence Book in PDF, Epub and Kindle
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
Python for Scientific Computing and Artificial Intelligence Related Books
Pages: 334
Pages: 392
Pages: 709
Pages: 743
Pages: 767