Python for Scientific Computing and Artificial Intelligence

Name: Python for Scientific Computing and Artificial Intelligence
Brand: Taylor & Francis Ltd
SKU: 9781032258713
Price: 30701 HUF
Availability: InStock

Szerző: Stephen Lynch

Nyelv:

Kötés: Puha kötésű

Kiadó: Taylor & Francis Ltd

Elérhetőség: Beszállítói készleten

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

Információk a könyvről

Szerző

Stephen Lynch

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2023

oldal

344

EAN

9781032258713

Enbook ID

42862294

Kiadó

Taylor & Francis Ltd

Súly

710

Méretek

178 x 254

Teljes leírás

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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Python for Scientific Computing and Artificial Intelligence

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