Data Science, Unsupervised Learning, Machine Learning, Gaussian Mixture Model, Coding.
So here, we have to estimate a total of 5 parameters: where p is the probability that the data comes from the first Gaussian distribution and 1-p that it comes from the second Gaussian distribution. We can use a Gaussian Mixture Model that will estimate the parameters of the distributions using the