Simulation
Simulation is the process of creating a computer model or representation of a real-world system or process. In data science and artificial intelligence, simulation is used to test and validate models, algorithms, and systems in a controlled environment before deploying them in the real world. Simulation can be used to predict the behavior of complex systems, such as financial markets, weather patterns, or traffic flow, and to optimize decision-making processes. It can also be used to generate synthetic data for training machine learning models, or to evaluate the performance of different algorithms under different conditions. Simulation can be performed using a variety of techniques, including Monte Carlo simulation, agent-based modeling, and discrete event simulation.
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