probability distribution

A Quick Look Into Probability Distributions

Analytics Vidhya

Probability Distribution : A probability Distribution shows the list of probabilities associated with each value or a range of values for a discrete or a continuous random variable. Based on the…

Probability & Statistics for Beginners in Machine Learning: Part 3 — Probability Distribution

Analytics Vidhya

A probability distribution is the mathematical function through which the probability of occurrence of different possible outcomes in an experiment can be calculated. Some very common examples we can…...

Statistical Distributions

Towards Data Science

A probability distribution is a mathematical function that provides the probabilities of the occurrence of various possible outcomes in an experiment. Probability distributions are used to define…

Why Probability distribution is must in DS/ML —

Towards Data Science

As the name suggests probability distribution is the distribution of total probability across all the possible outcomes of a random variable. For example assume a bank provides four different kinds…

Distributions

Think Bayes

In the previous chapter we used Bayes’s Theorem to solve a cookie problem; then we solved it again using a Bayes table. In this chapter, at the risk of testing your patience, we will solve it one mor...

10 Probability Distribution that Every Data Scientist Should Know

Python in Plain English

A quick intro to some of the most important probability distributions and implementation. Credit due to Naser Tamimi Quick intro/refresh of some most important probability distribution and implementa...

Discrete Probability Distributions with R

Towards AI

In simpler terms, the probability distributions describe the random process (any phenomenon) in terms of probabilities. A random event is a random process to which we can never find the exact value…

Binomial Distribution — Practical Intro with Drive-Thru Business Analytic

Towards Data Science

Probability distribution is a very useful statistical tool to estimate the performance or risk hidden in a business activity. Many businesses stakeholders rely on the probability distribution to…

A Gentle Introduction to Probability Distributions

Machine Learning Mastery

Last Updated on November 14, 2019 Probability can be used for more than calculating the likelihood of one event; it can summarize the likelihood of all possible outcomes. A thing of interest in probab...

Probability Distributions Every Data Scientist Should Know

Towards Data Science

Probability Distributions are like 3D glasses. They allow a skilled Data Scientist to recognize patterns in otherwise completely random variables. In a way, most of the other Data Science or Machine…

Distributions

Dive intro Deep Learning Book

Now that we have learned how to work with probability in both the discrete and the continuous setting, let’s get to know some of the common distributions encountered. Depending on the area of machine ...

Probability distributions - torch.distributions

PyTorch documentation

The distributions package contains parameterizable probability distributions and sampling functions. This allows the construction of stochastic computation graphs and stochastic gradient estimators fo...