Machine Learning is an interdisciplinary field that uses statistics, probability, algorithms to learn from data and provide insights which can be used to build intelligent applications Joint Probability Distribution Probability of events A and B denoted byP(A and B) or P(A ∩ B)is the probability that events A and B both occur. P(A…