Probability Distributions

The handful of named distributions (normal, binomial, Poisson) that show up repeatedly, and what each models.

Read

44 min

Practice MCQs

25

Interview QA

25

Edition

v6

Editorial status

Reviewed

Relevant for

AI Engineer,Business Intelligence Developer,Computational Biologist,Data Analyst,Data Scientist,Machine Learning Engineer,Product Manager,Quantum Software Engineer

Scope: Standards and library references current as of 2026-09: NIST/SEMATECH e-Handbook, SciPy, NumPy, statsmodels, and scikit-learn.