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Demystifying the Binomial Distribution

 Towards Data Science

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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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…

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Binomial distributions in practice

 Towards Data Science

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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Bernoulli and Binomial Distributions Explained

 Towards Data Science

Often in data science, we focus and obsess over obtaining the holy grail of distributions — the normal distribution. However, two other types of distributions, the Bernoulli and binomial , have many…

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Important Points About Binomial Distribution with Implementation

 Python in Plain English

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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Binomial Distribution — Practical Intro with Drive-Thru Business Analytic

 Towards Data Science

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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Binomial And Poisson Distribution

 Analytics Vidhya

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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Probability Distributions: Poisson vs. Binomial Distribution

 Towards Data Science

If you are not a paid member on Medium, I make my stories available for free: Friends link The Poisson and Binomial distributions are two fundamental discrete probability distributions used in data sc...

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An intuitive real life example of a binomial distribution and how to simulate it in R

 Towards Data Science

When we repeat a set of events like 10 times coin flipping and each single event in a set has two possible outcomes (head or tails) think about Binomial distributions. Each single event here is known…...

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The Bernoulli and Binomial Distributions

 Analytics Vidhya

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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Failures, Trials, and Successes: The Negative Binomial Distribution Explained

 Towards Data Science

Background Perhaps you have heard of the binomial distribution , but have you heard of its cousin the negative binomial distribution ? This discrete probability distribution is applied in numerous ind...

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Why Is Logistic Regression the Spokesperson of Binomial Regression Models?

 Towards Data Science

A lot of events in our daily life follow the binomial distribution that describes the number of successes in a sequence of independent Bernoulli experiments. For example, assuming that the…

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