*Statistics for M.L and D.S Vol-4:*

*In this article, i will cover the rest of probability concepts and its various types of distributions. In the last article, i have covered some basic concepts of probabilities like sample space, event, probability and sets, randomness, tree diagram to calculate the total number of events or sample spaces. This article is quite long as compared to the other ones. In this article, i will cover major topics of probability and will tell you about the probability distribution along with their implementation using python. So without wasting any further time, let's get started.*

*Here's the link of the last article:*

*statistics part-3*

*Joint and Marginal Probability:*

*Counts of interesting phenomena from everyday life are often turned into proportions and interpreted as probabilities. We will cover two important types of probabilities that are encountered in this context.*

*Imagine you are at a beach and observe some tourists over there. You encountered three dif…*