Monte Carlo Method, Python, Numerical Integration, Data Science.
sum of f(x) by the chance that x happened (i.e. the value of the p.d.f.). Following this idea, the integral we try to approximate will became: Integral value approximation with Importance Sampling with: N: number of samples f: function to integrate g: p.d.f. chosen for the random draws over X G: