## Simple Sampling vs Importance Sampling from Monte Carlo Method

We shared the blog, which all are related to Monte Carlo based on simple sampling. To see the previous blogs of Monte Carlo, you can visit the following link. How Can We Generate Random Number From Congruential Method? How to calculate integration using Monte Carlo Method? Estimation of Value of Pi in Different Dimension Why […]

## Estimation of Value of Pi in Different Dimension

Estimation of Value of Pi From Area of Circle in Two Dimension Using Monte Carlo import random import math import numpy as np import matplotlib.pyplot as plt N = [100,1000,10000,100000,100000] E = [] true_value = 3.141592 for j in range(len(N)): c= 0 s = 0 I = 0 for i in range(N[j]): x = random.random() […]

## How to calculate integration using Monte Carlo Method?

Introduction In mathematics, an integral assigns numbers to functions in a way that describes displacement, area, volume, and other concepts that arise by combining infinitesimal data. The process of finding integrals is called integration source. To solve the many Data Science problem we should use integration. In Data Science we need to use not only […]

## How Can We Generate Random Number From Congruential Method?

What is Random Number A random number is one that is selected at random, as the name suggests, from a group of numbers. As they tend to be excessively slow for most applications in statistics and cryptography, the first methods for producing random numbers, such as dice, coin flipping, and roulette wheels, are still employed […]

Scroll to top