Python for Scientific Computing and Artificial Intelligence

Name: Python for Scientific Computing and Artificial Intelligence
Brand: Taylor & Francis Ltd
SKU: 9781032258713
Price: 1873 CZK
Availability: InStock

Autor: Stephen Lynch

Jazyk:

Vazba: Brožovaná

Vydavatel: Taylor & Francis Ltd

Dostupnost: Skladem u dodavatele

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1 873 Kč

Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the...

Informace o knize

Autor

Stephen Lynch

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2023

Stránek

344

EAN

9781032258713

Enbook ID

42862294

Vydavatel

Taylor & Francis Ltd

Hmotnost

710

Rozměry

178 x 254

Kompletní popis

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

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