Ciaburro, Giuseppe
Hands-On Simulation Modeling with Python - Second Edition: Develop simulation models for improved efficiency and precision in the decision-making proc
- ISBN 13:
- 9781804616888
- author:
- Ciaburro, Giuseppe
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2022
- Pages:
- 460
- Dimensions:
- 23.5 x 19.1 x 2.4 centimetres (0
- Genre:
- Computers, Artificial Intelligence, Nonfiction,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Learn to construct state-of-the-art simulation models with Python and enhance your skills in creating digital prototypes of physical models.
This comprehensive guide helps you understand various statistical and physical simulations using Python, enabling you to improve systems and create numerical prototypes that mimic real-world performance. You'll gain hands-on experience with practical examples and real-world use cases, covering topics such as Markov Decision Processes, Monte Carlo methods, and bootstrapping techniques.
Perfect for data scientists working with simulation models, this book provides a thorough introduction to the fundamental concepts of simulation modelling, numerical simulation algorithms, and how to develop simulation models using Python packages.