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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
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Hypergeometric 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…
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The 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…
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Fun 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…
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Understanding Multinomial Distribution using Python
The math and intuition behind the multinomial distribution Continue reading on Towards Data Science
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Multinomial 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 ...
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Statistics 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…
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Binomial distributions in practice
Any doubts about the binomial distribution? After reading, you will comfortably use the binomial distributions from both theoretical and practical perspectives.
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The 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…
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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…
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The 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…
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The 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...
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Binomial 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…
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Important 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 ...
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Demystifying 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…
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Using 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...
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Beta 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…
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Exploring 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…
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Poisson 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...
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Geometric Distribution Simply Explained
A simple description and uses of the Geometric distribution Continue reading on Towards Data Science
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Probability for Data Scientists: The Great Geometric Distribution
Interactive Visualizations of the PMF/CDF & Modeling Real Data Continue reading on Towards Data Science
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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…
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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…
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Binomial 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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