Masterclass Certificate in Simulation and Modeling Techniques
-- ViewingNowThe Masterclass Certificate in Simulation and Modeling Techniques is a comprehensive course that equips learners with essential skills in the field of simulation and modeling. This course is critical for career advancement due to the increasing industry demand for professionals who can design and implement simulation models to analyze complex systems and make informed decisions.
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⢠Fundamentals of Simulation and Modeling: An introduction to the key concepts, techniques, and tools used in simulation and modeling. This unit will cover the basics of mathematical and computational models, as well as the benefits and limitations of using simulations.
⢠Probability and Statistics: This unit will focus on the probability theory and statistical methods used in simulation and modeling. Topics covered will include probability distributions, random number generation, and statistical inference.
⢠Modeling and Simulation Software: In this unit, students will learn about the various software tools used in simulation and modeling, including simulation languages, discrete-event simulation, and agent-based simulation.
⢠Monte Carlo Simulation: This unit will cover the Monte Carlo simulation technique, which uses random sampling to simulate complex systems. Students will learn how to implement Monte Carlo simulations in various applications, such as risk analysis, optimization, and decision making.
⢠Discrete-Event Simulation: In this unit, students will learn about discrete-event simulation, which models systems as a series of discrete events over time. Topics covered will include event scheduling, simulation execution, and analysis of simulation results.
⢠System Dynamics: This unit will focus on system dynamics, a method for understanding and simulating complex systems over time. Students will learn about feedback loops, stock and flow diagrams, and causal loop diagrams.
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