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Understanding The Hypergeometric Distribution
Breaking down one of the less well-known distributions in data science Continue reading on Towards Data Science
Read more at Towards Data Science | Find similar documentsHypergeometric Distribution Explained With Python
With probability problems in a math class, the probabilities you need are either given to you or it is relatively easy to compute them in a straight-forward manner. But in reality, this is not the…
Read more at Towards Data Science | Find similar documentsThe Multinomial Probability Distribution
A multinomial distribution is the probability distribution of the outcomes from a multinomial experiment. A multinomial experiment is a statistical experiment that has the following properties: The…
Read more at Analytics Vidhya | Find similar documentsFun with the Binomial Distribution
Everyone knows and loves the normal distribution. It is used in a huge variety of applications such as investment modeling, A/B testing, and manufacturing process improvement (six sigma). But people…
Read more at Towards Data Science | Find similar documentsUnderstanding Multinomial Distribution using Python
The math and intuition behind the multinomial distribution Continue reading on Towards Data Science
Read more at Towards Data Science | Find similar documentsMultinomial Distribution in R
Introduction The multinomial distribution is a probability distribution that describes the probability of obtaining a specific number of counts for k different outcomes, when each outcome has a fixed ...
Read more at R-bloggers | Find similar documentsStatistics 101: the Binomial Distribution
Experiments consisting of a sequence of identical and independent trials resulting in one of two outcomes are known as binomial experiments. Examples of events that follow the binomial distribution…
Read more at Towards Data Science | Find similar documentsBinomial distributions in practice
Any doubts about the binomial distribution? After reading, you will comfortably use the binomial distributions from both theoretical and practical perspectives.
Read more at Towards Data Science | Find similar documentsThe Poisson Distribution
Mylie has been averaging 3 hits for every 10 times at bat. What is the probability that she will get exactly 2 hits in her next 5 times at bat? How do we go about calculating the probability of this…
Read more at Analytics Vidhya | Find similar documentsProbability 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 | Find similar documentsThe Bernoulli and Binomial Distributions
The probability for a discrete random variable can be summarized with a discrete probability distribution. A discrete random variable is a random variable that can have one of a finite set of…
Read more at Analytics Vidhya | Find similar documentsThe Multinomial Distribution in R
The post The Multinomial 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 Multinomial Distributio...
Read more at R-bloggers | Find similar documentsBinomial And Poisson Distribution
It is a discrete distribution and describes success or failure of an event. e.g:- In an examination student can either pass or fail , if a coin is tossed it gives either head or tail. In other word…
Read more at Analytics Vidhya | Find similar documentsImportant Points About Binomial Distribution with Implementation
Part 5: Statistics Series Hello, welcome back to the statistics series. I know this is the statistics series for data science and I am talking about a probability distribution, which may sound odd to ...
Read more at Python in Plain English | Find similar documentsDemystifying the Binomial Distribution
Before we jump into binomial distributions, it is important to understand Bernoulli trials. A Bernoulli trial is a term that is used in probability theory and statistics. It is a trial (an…
Read more at Towards Data Science | Find similar documentsUsing Binomial Distribution in Python
Exploring the binomial distribution in Python: understanding probability calculations for coin flips with different methods Photo by Joshua Hoehne on Unsplash In today’s article, I’ll show you how to...
Read more at Towards Data Science | Find similar documentsBeta Distributions
Somehow, in years of schooling, I’d never heard of beta distributions until I stumbled onto them on accident over at David Robinson’s blog, but they’ve quickly become one of my favorite…
Read more at Towards Data Science | Find similar documentsExploring the Poisson Distribution
I find probability distributions would often be useful tools to know and understand, but the explanations are not always very intuitive. The Poisson distribution is one of the probability…
Read more at Towards Data Science | Find similar documentsPoisson Distribution Details with Implementation
Part 6: Statistics Series Hey, welcome back to the statistics series. In the earlier article, we studied binomial distribution. https://medium.com/python-in-plain-english/important-points-about-binomi...
Read more at Python in Plain English | Find similar documentsGeometric Distribution Simply Explained
A simple description and uses of the Geometric distribution Continue reading on Towards Data Science
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Interactive Visualizations of the PMF/CDF & Modeling Real Data Continue reading on Towards Data Science
Read more at Towards Data Science | Find similar documentsStatistical 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 | Find similar documentsDifferent 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 | Find similar documentsBinomial Distribution — Practical Intro with Drive-Thru Business Analytic
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…
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