The conversation between human and AI assistant.
What is the difference between Maximum Likelihood (ML) and Maximum a Posteri (MAP) estimation?
So, in other words, MAP includes prior knowledge, while ML doesn't?
That's correct. MAP estimation allows us to incorporate any prior knowledge we have about the parameters to obtain more accurate estimates.