data-science

Python Programming Learning Circle

Mar 27, 2024 · Fundamentals

Common Probability Distributions and Their Visualization with Python

This article explains the fundamentals of several common probability distributions—including uniform, normal, log‑normal, Poisson, exponential, binomial, Student's t, and chi‑squared—and provides complete Python code to generate and plot each distribution for data‑science and machine‑learning applications.