Binomial Distribution describes the outcome of binary scenarios, e.g. toss of a coin, it will either be head or tails.

Binomial Distribution is a Discrete Distribution.

binomial() method in NumPy Python has three parameters:

n – number of trials.

p – probability of occurence of each trial (e.g. for toss of a coin 0.5 each).

size – The shape of the returned array.

Example-

from numpy import random
import matplotlib.pyplot as plt
import seaborn as sns

sns.displot(random.binomial(n=10, p=0.5, size=100))

plt.show()

Output-