Mathematics, Probability, Machine Learning, Artificial Intelligence, Bayesian Statistics.
of getting D from w. It is conventional to choose the w that maximizes the likelihood of D. But this has a problem. The likelihood of an event is found by repeated experimentation. Suppose we want to find the probability of getting a head while tossing a coin. We tossed the coin 3 times and all the