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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…

The Uniform Distribution in R

R-bloggers

The post The Uniform Distribution in R appeared first on Data Science Tutorials What do you have to lose?. Check out Data Science tutorials here Data Science Tutorials. The Uniform Distribution in R, ...

Understanding Uniform Distribution (and Cracking the Data Science Interview)

Level Up Coding

We are continuing our series on cracking Data Science interviews. So far, we have worked out a few examples on Maximum Likelihood Estimator (MLE). In this short post, we are going to solve a few…

Continuous and discrete uniform distribution in Python — Statistics

Towards Data Science

To continue following this tutorial we will need the following Python libraries: scipy, numpy, and matplotlib. If you don’t have it installed, please open “Command Prompt” (on Windows) and install it…...

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…

How to do Uniform Distribution in R

R-bloggers

The post How to do Uniform Distribution in R appeared first on finnstats. If you want to read the original article, click here How to do Uniform Distribution in R. Uniform Distribution in R, A uniform...

An Introduction to Random Variables & Probability Distribution

Python in Plain English

Random Variables: A random variable represents the outcome of statistical experiments on numerical values. Discrete Random variables: A variable that can take only the countable number of values. For…...

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 ...

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…

🎲 Picking a Random Sample From a Non-Uniform Distribution

Towards Data Science

I bet you have come across the situation where you have to pick a random item for a set of items? This has a quite simple solution as all items have the same probability of being picked. But what if…

Independent and Identically Distributed

Towards Data Science

A collection of random variables is independent and identically distributed if each variable has the same probability distribution as the others and all are independent.

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…