Book

Hands-On Simulation Modeling with Python

Developers working with the simulation models will be able to put their knowledge to work with this practical guide. You will work with real-world data to uncover various patterns used in complex systems using Python. The book provides a hands-on approach to implementation and associated methodologies to improve or optimize systems.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
11h32m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 11h32m total length

1. Introducing Simulation Models
2. Understanding Randomness and Random Numbers
3. Probability and Data Generating Processes
4. Exploring Monte Carlo Simulations
5. Simulation-Based Markov Decision Process
6. Resampling Methods
7. Using Simulations to Improve and Optimize Systems
8. Using Simulation Models for Financial Engineering
9. Simulating Physical Phenomena Using Neural Networks
10. Modeling and Simulation for Project Management
11. What's Next?

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