A Beginner’s Guide to Understanding Probability Density and Mass Functions

Probability is a fundamental concept that underpins many fields, from statistics to machine learning. To better understand the distribution of random variables and the likelihood of certain outcomes, we use mathematical functions called Probability Density Functions (PDF), Cumulative Density Functions (CDF), Probability Mass Functions (PMF), and Cumulative Mass Functions (CMF). <img alt="" src="https://miro.medium.com/v2/resize:fit:640/1*kjNZLFDBN6I8PfSbnd_kOA.png" style="height:404px; width:640px" /> Source: <a href="https://vitalflux.com/" rel="noopener ugc nofollow" target="_blank">https://vitalflux.com/</a> In this article, we’ll break down these concepts in an easy-to-understand manner and explore the relationships between them. <a href="https://bhatnagar91.medium.com/a-beginners-guide-to-understanding-probability-density-mass-functions-9f1960ccce1c">Website</a>