Machine Learning, Statistics, Algorithms, Mathematics, Data Science.
λ. In the animal example, the θ is the set of all the mean and standard deviations for each Z while λ is the proportion of each species Z out of the total. we want to maximise the log likelihood of observed data The observed log-likelihood is usually not so easy to maximise. Instead we find the