Mathematics, Probability, Machine Learning, Artificial Intelligence, Bayesian Statistics.
Similarly, in the case of machine learning, the weights are dependent on data and we can use our knowledge of data to change the weights according to Baye’s theorem. In this equation, P(D|w) is the probability of getting the actual output with the given weights. This term is called the likelihood