AI, Decision Making, Research, Probability.
probability of data given the parameters. By optimizing this probability, we can refine our model parameters to more accurately predicted outcomes. Additionally, we can also use Bayesian techniques to obtain the posterior distribution, which is the probability distribution over all the parameters