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Monte Carlo Simulation in Python

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Monte Carlo Simulation in Python
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Kristian Larsen has a couple of posts on Monte Carlo style simulation in Python. First up is a post which covers how to generate data from different distributions
:

One method that is very useful for data scientist/data analysts in order to validate methods or data is Monte Carlo simulation. In this article, you learn how to do a Monte Carlo simulation in Python. Furthermore, you learn how to make different Statistical probability distributions in Python. 

You can also bootstrap your data, reusing data points when building a set of samples
:

A useful method for data scientists/data analysts in order to validate methods or data is Bootstrap with Monte Carlo simulation In this article, you learn how to do a Bootstrap with Monte Carlo simulation in Python. 

Both posts are worth the read.

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Monte Carlo Simulation in Python
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