Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
equations, we are gonna directly apply the logarithm to the MLE function: Log-likelihood of the data over θ From equation (3), we know that p(xᵢ|θ) is a linear combination of Gaussian distributions. Therefore, plugging (3) into (5), we have: Explicit log-likelihood of the data over θ Equation (6)