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Last updated: Feb 17, 2022

Discrete and Continuous Random Variable

Variables that are commonly used in probability operations and are the result of measurement.
Expectation and Variance - Discrete Random Variable
In this article, we will learn about two important terms in statistics, i.e., expectation and variance.
Bernoulli Trials
In this article, we will learn the concept of Bernoulli trials and code implementation of it and some solved examples for better understanding the concept.
Independent and Identically Distributed Random Variable
In this article, we will discuss Independent and identically distributed random variables and some examples to support the explanation.
Binomial Random Variable
In this article, we will discuss binomial random variables and some solved examples related to them.
Poisson Distribution
In this blog, we discussed the introduction to Poisson distribution, mathematical definition, sample code, and its applications.
Probability Density Function
This article will study the probability density function and its implementations with some visualizations.
Cumulative Distribution Function
In this article, we will study the Cumulative Distribution Function and look into its different methods of implementation.
Uniform and Exponential Distribution
This blog will look at some of the most often used probability distributions in machine learning research.
Discrete Vs. Continuous Random Variable EASY
The blog walks you through two types of variables and differentiates the two.