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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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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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Geometric and Poisson Random Variables with Python
College Statistics with Python: Comparing Geometric Random Variables and Binomial Random Variables and Comparing Poisson Random Variables and Binomial Random Variables
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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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A Quick Look Into Probability Distributions
Probability Distribution : A probability Distribution shows the list of probabilities associated with each value or a range of values for a discrete or a continuous random variable. Based on the…
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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…
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Geometric Brownian Motion
If you have read any of my previous finance articles you’ll notice that in many of them I reference a diffusion or stochastic process known as geometric Brownian motion. I wanted to formally discuss…
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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 ...
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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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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...
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Understanding Probability Distributions using Python
An intuitive and comprehensive guide to probability distributions Continue reading on Towards Data Science
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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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Probability Distributions for Beginners
Beginner Stats, Fundamental Concepts, Bernoulli Distribution Continue reading on Towards Data Science
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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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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…...
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Distributions
In the previous chapter we used Bayes’s Theorem to solve a cookie problem; then we solved it again using a Bayes table. In this chapter, at the risk of testing your patience, we will solve it one mor...
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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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Exponential Distribution Simply Explained
A succinct explanation of the Exponential Distribution and its origins. Continue reading on Towards Data Science
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A Gentle Introduction to Probability Distributions
Last Updated on November 14, 2019 Probability can be used for more than calculating the likelihood of one event; it can summarize the likelihood of all possible outcomes. A thing of interest in probab...
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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…...
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Univariate Discrete Distributions: An Easy-to-Understand Explanation
Do you know this feeling? You want to learn something new, but you don’t know where to start. This is how we felt when we wanted to understand distributions mathematically. Yes, our professor explaine...
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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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Compound interest and the exponential distribution
Your mortgage is memory-less and so is the exponential distribution Continue reading on Towards Data Science
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