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Probability Distribution

Towards Data Science

I’m a data scientist for a mobile application. As a data scientist, you will often draw a random sample from the population to conduct experiments or analyses. With the random sample, you make…

Chapter 4 Cumulative distribution functions

Think Stats

The code for this chapter is in cumulative.py . For information about downloading and working with this code, see Section 0.2 . 4.1 The limits of PMFs PMFs work well if the number of values is small. ...

What Is A Cumulative Distribution Function?

Towards Data Science

Back in May, I took a look at a distribution function that belongs to most statistical distributions called the Probability Density Function, or PDF. The PDF is a very important part of statistical…

Distributions

Analytics Vidhya

We are going to discuss some distribution functions. We will see their properties and try to understand them with basic examples. The first thing we always wonder why to use the combination in the…

Random Variables and Probability Distributions

Towards Data Science

Master the random variables and probability distributions and crack your next Data Science Interview with the third part of our Statistics Cheat Sheet series Photo by Naser Tamimi on Unsplash Random ...

Distribution of a single variable

Analytics Vidhya

It is customary to refer to the raw numbers as data and the output of data analysis as information. You start with the data, and you hope to end with information that an organization can use for…

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…

Understanding Probability Distributions using Python

Towards Data Science

An intuitive and comprehensive guide to probability distributions Continue reading on Towards Data Science

Different Probability Distributions Part 2

Towards AI

Now we will see the Continuous variable distributions whereas in part 1 we saw the discrete distributions. In continuous distributions the point probability is equal to “0” and some of the…

Statistical Distributions

Becoming Human: Artificial Intelligence Magazine

The normal distribution is the most important probability distribution in statistics because it fits many natural phenomena. In this article we will cover some distributions that I have found useful…

An Introduction to Discrete Distribution Function

Python in Plain English

Binomial Distribution: In probability theory and statistics, the binomial distribution is the discrete probability distribution that gives only two possible results in an experiment, either Success…

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 ...