Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
maximum likelihood method because that is what we exactly did, maximizing likelihood. We can put prior probabilities on weights and maximize posterior distribution of w instead of likelihood of y. MAP solution In above equations, we defined zero mean, unit variance prior on weight w, and derived