AI-powered search & chat for Data / Computer Science Students
Probability Distribution
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…
Read more at Towards Data Science
The Uniform Distribution in R
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, ...
Read more at R-bloggers
Understanding Uniform Distribution (and Cracking the Data Science Interview)
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…
Read more at Level Up Coding
Continuous and discrete uniform distribution in Python — Statistics
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…...
Read more at Towards Data Science
Distribution of a single variable
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…
Read more at Analytics Vidhya
How to do Uniform Distribution in R
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...
Read more at R-bloggers
An Introduction to Random Variables & Probability Distribution
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…...
Read more at Python in Plain English
Random Variables and Probability Distributions
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 ...
Read more at Towards Data Science
Different Probability Distributions Part 2
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…
Read more at Towards AI
🎲 Picking a Random Sample From a Non-Uniform Distribution
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…
Read more at Towards Data Science
Independent and Identically Distributed
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.
Read more at Towards Data Science
Statistical Distributions
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…
Read more at Becoming Human: Artificial Intelligence Magazine
Normal distribution
The normal distribution is a probability function that defines how the values of a variable are distributed. The normal distribution is a symmetric distribution where most of the observations cluster…...
Read more at Analytics Vidhya
Random Variable
One of the basic concepts of statistic is a Random Variable. So, what is Random Variable? Random variable links the outcome of an event to a number. Let’s take an example. X is variable which takes…
Read more at Analytics Vidhya
Random Variables
In Section 2.6 we saw the basics of how to work with discrete random variables, which in our case refer to those random variables which take either a finite set of possible values, or the integers. In...
Read more at Dive intro Deep Learning Book
Statistics #04 — Introduction to Probability
Today, we’ll talk about probability. If you are starting your studies in statistics, or if you just want to recall some basic concepts, this series is for you! For instance, when you check the…
Read more at Towards Data Science
Introduction to Probability:
There are many tutorials, articles available on internet that will demonstrate you how to calculate probability. So, instead of going for it, in this article I will focus on- 1. What Probability is…
Read more at Analytics Vidhya
Distributions
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…
Read more at Analytics Vidhya
Statistics 101- Part 2- Probability Distributions, Types, and Applications
Definition of the probability distribution, different types of distributions, their explanation, and applications Photo by Naser Tamimi on Unsplash This article is in continuation of Statistics 101-P...
Read more at Towards AI
Probability & Statistics for Beginners in Machine Learning: Part 3 — Probability Distribution
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…...
Read more at Analytics Vidhya
On average we will prefer using distribution
Statistics like average often hide details of your data. It is quite easy to visualize data distribution.
Read more at Towards Data Science
Probability
Probability Links Screenshots License Basic concepts in probability for machine learning. This cheatsheet is a 10-page reference in probability that covers a semester’s worth of introductory probabili...
Read more at Machine Learning Glossary
Sampling Distribution — sample mean
One of the most important concepts discussed in the context of inferential data analysis is the idea of sampling distributions. Understanding sampling distributions helps us better comprehend and…
Read more at Towards Data Science
Understanding Probability Distributions using Python
An intuitive and comprehensive guide to probability distributions Continue reading on Towards Data Science
Read more at Towards Data Science- «
- ‹
- …