Description: Further DetailsTitle: Hands-On Simulation Modeling with PythonCondition: NewFormat: PaperbackSubtitle: Develop simulation models for improved efficiency and precision in the decision-making process, 2nd EditionISBN-10: 1804616885EAN: 9781804616888ISBN: 9781804616888Publisher: Packt Publishing LimitedRelease Date: 11/30/2022Description: Learn to construct state-of-the-art simulation models with Python and enhance your simulation modelling skills, as well as create and analyze digital prototypes of physical models with easeKey FeaturesUnderstand various statistical and physical simulations to improve systems using PythonLearn to create the numerical prototype of a real model using hands-on examplesEvaluate performance and output results based on how the prototype would work in the real worldBook Description Simulation modelling is an exploration method that aims to imitate physical systems in a virtual environment and retrieve useful statistical inferences from it. The ability to analyze the model as it runs sets simulation modelling apart from other methods used in conventional analyses. This book is your comprehensive and hands-on guide to understanding various computational statistical simulations using Python. The book begins by helping you get familiarized with the fundamental concepts of simulation modelling, that’ll enable you to understand the various methods and techniques needed to explore complex topics. Data scientists working with simulation models will be able to put their knowledge to work with this practical guide. As you advance, you’ll dive deep into numerical simulation algorithms, including an overview of relevant applications, with the help of real-world use cases and practical examples. You'll also find out how to use Python to develop simulation models and how to use several Python packages. Finally, you’ll get to grips with various numerical simulation algorithms and concepts, such as Markov Decision Processes, Monte Carlo methods, and bootstrapping techniques. By the end of this book, you'll have learned how to construct and deploy simulation models of your own to overcome real-world challenges.What you will learnGet to grips with the concept of randomness and the data generation processDelve into resampling methodsDiscover how to work with Monte Carlo simulationsUtilize simulations to improve or optimize systemsFind out how to run efficient simulations to analyze real-world systemsUnderstand how to simulate random walks using Markov chainsWho this book is for This book is for data scientists, simulation engineers, and anyone who is already familiar with the basic computational methods and wants to implement various simulation techniques such as Monte-Carlo methods and statistical simulation using Python.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Giuseppe CiaburroGenre: Computing & InternetRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Hands-On Simulation Modeling with Python
Title: Hands-On Simulation Modeling with Python
Subtitle: Develop simulation models for improved efficiency and precision i
ISBN-10: 1804616885
EAN: 9781804616888
ISBN: 9781804616888
Release Date: 11/30/2022
Release Year: 2022
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 460 Pages
Language: English
Publication Name: Hands-On Simulation Modeling with Python : Develop Simulation Models for Improved Efficiency and Precision in the Decision-Making Process, 2nd Edition
Publisher: Packt Publishing, The Limited
Subject: Intelligence (Ai) & Semantics, General, Data Processing, Technical Writing
Publication Year: 2022
Type: Textbook
Subject Area: Mathematics, Computers, Technology & Engineering
Author: Giuseppe Ciaburro
Item Length: 3.6 in
Item Width: 3 in
Format: Trade Paperback
