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Hands-On Simulation Modeling with Python: Develop simulation models to get accurate results and enhance decision-making processes
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Hands-On Simulation Modeling with Python: Develop simulation models to get accurate results and enhance decision-making processes
Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming
Hands-On Simulation Modeling with Python: Develop simulation models to get accurate results and enhance decision-making processes
商品＃: 32486138

Hands-On Simulation Modeling with Python: Develop simulation models to get accurate results and enhance decision-making processes

商品＃: 32486138

TWD 3079

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What Stands Out

Practical Approach
Hands-on exercises ensure readers can apply simulation modeling techniques effectively, making theory accessible for real-world problem-solving and enhancing decision-making capabilities.
Python Focused
Utilizes Python, a popular programming language, allowing users to leverage powerful libraries and tools, making simulation modeling both efficient and user-friendly for all skill levels.
Enhanced Accuracy
Offers methodologies that produce precise simulation results, aiding professionals in making informed decisions based on data-driven insights, thus improving overall project outcomes.

產品詳情

Develop simulation models using Python to improve decision-making. Get accurate results and optimize processes. Shop at Ubuy Taiwan - Global Store.
Publisher Packt Publishing
Publication date July 17, 2020
Language English
Print length 346 pages
ISBN-10 1838985093
ISBN-13 978-1838985097
Item Weight 1.32 pounds (600 grams)
Dimensions 7.5 x 0.78 x 9.25 inches (19.1 x 2 x 23.5 cm)

Who Should Buy?

Suitable For
  • Data Analysts

    Professionals looking to enhance their data analysis and modeling skills using simulation techniques in Python.

  • Operations Managers

    Managers seeking to optimize processes and improve decision-making through simulation modeling in real-time scenarios.

  • Students

    Students studying mathematics, statistics, or computer science wanting practical experience with simulation modeling and Python programming.

Not Suitable For
  • Complete Beginners

    Individuals with no programming or simulation experience may find the material challenging to understand and apply.

產品描述

Hands-On Simulation Modeling with Python: Develop simulation models to get accurate results and enhance decision-making processes

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客戶問答

  • 問題: What is the primary focus of 'Hands-On Simulation Modeling with Python'?

    Answer: The primary focus of 'Hands-On Simulation Modeling with Python' is to teach readers how to develop simulation models using Python. It provides practical examples and step-by-step guidance on creating simulations to analyze complex systems. This approach helps users gain insights and make informed decisions based on accurate modeling results, which is particularly useful in fields such as operations research, logistics, and finance.
  • 問題: Who is the ideal audience for this book?

    Answer: The ideal audience for this book includes students, professionals, and researchers interested in simulation modeling and decision-making processes. It caters to those with a basic understanding of Python programming who want to enhance their modeling skills. Additionally, this book is beneficial for business analysts and data scientists looking to employ simulation techniques in various industries.
  • 問題: Which Python libraries are covered in the book?

    Answer: The book covers essential Python libraries for simulation modeling, including NumPy, SciPy, and SimPy. These libraries facilitate mathematical computations, statistical analysis, and discrete-event simulation modeling. By incorporating these tools, readers can efficiently build models and simulate various scenarios, enabling them to analyze the behavior of complex systems in a quantitative manner.
  • 問題: How can I apply simulation modeling in real-world scenarios?

    Answer: Simulation modeling can be applied in numerous real-world scenarios, such as optimizing supply chain operations, resource allocation in healthcare systems, and financial forecasting. By leveraging simulation, users can analyze 'what-if' scenarios, assess risks, and evaluate different strategies before implementing them in practice. This leads to more informed decisions and improved outcomes across various sectors.
  • 問題: What practical skills will I gain from this book?

    Answer: Readers will gain practical skills in developing simulation models, understanding statistical distributions, and interpreting simulation results. The book also emphasizes troubleshooting and refining models for accuracy and reliability. By the end, you'll be equipped to create functional simulations to address specific decision-making challenges in your field of interest.
  • 問題: Is programming experience necessary to understand the book?

    Answer: While a basic understanding of Python programming is helpful, it is not strictly necessary to understand the core concepts presented in the book. The author aims to provide clear explanations and code examples, making it accessible even for those new to programming. As you progress, you’ll develop programming skills that enhance your modeling capabilities through practical applications.
  • 問題: What types of simulation models are discussed in the book?

    Answer: The book discusses various types of simulation models, including discrete event simulations, Monte Carlo simulations, and system dynamics. Each type has its unique applications and advantages for solving different problems. This diversity allows readers to select the most appropriate modeling technique for their specific scenarios, thereby enhancing decision-making processes across different domains.
  • 問題: Can this book help improve decision-making processes?

    Answer: Yes, this book is designed to enhance decision-making processes by teaching readers how to create accurate simulation models. By simulating different scenarios and analyzing outcomes, users can identify the most effective strategies and allocate resources more efficiently. This data-driven approach empowers individuals and organizations to make informed decisions, leading to better results in their operations and planning.
  • 問題: What are the learning methods used in the book?

    Answer: The book employs a hands-on approach, emphasizing practical exercises, examples, and projects throughout the chapters. Each section is structured to encourage readers to apply the concepts immediately, reinforcing their understanding through active learning. This method is especially effective in helping readers grasp complex topics like simulation modeling and apply them effectively in real-life situations.
  • 問題: Where can I buy 'Hands-On Simulation Modeling with Python' in Taiwan?

    Answer: You can buy 'Hands-On Simulation Modeling with Python' from Ubuy. Ubuy is a reliable platform that offers a wide range of books and academic resources. With a user-friendly interface and efficient service, Ubuy provides an excellent shopping experience for those looking to enhance their knowledge in simulation modeling and Python programming.

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特色和優勢

  • Develop simulation models to get accurate results and enhance decision-making processes
  • Create and analyze digital prototypes using Python programming
  • Understand concepts such as randomness and data generating processes
  • Work with Monte Carlo simulations and Markov decision processes
  • Learn optimization techniques to improve model performance
  • Construct and deploy simulation models to overcome real-world challenges

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