Monte Carlo Method, Python, Numerical Integration, Data Science.
This ratio would converge to the area under the curve with N, the number of draws. This idea is illustrated in figure 5. Geometric approximation with python figure 5 Importance Sampling The idea behind Importance Sampling is very simple: as the error of the Monte Carlo estimator is proportional to