What is the difference between maximum likelihood and Bayes method?
What is the difference between maximum likelihood and Bayes method? MLE gives you the value which maximises the Likelihood P(D|θ). And MAP gives you the value which maximises the posterior probability P(θ|D). This is the difference between MLE/MAP and Bayesian inference. MLE and MAP returns a single fixed value, but Bayesian inference returns probability density […]