Question: what is binomial distribution in machine learning?
Answer: The Binomial distribution summarizes the number of successes k in a given number of Bernoulli trials n, with a given probability of success for each trial p. We can demonstrate this with a Bernoulli process where the probability of success is 30% or P(x=1) = 0.3 and the total number of trials is 100 (k=100).