Free Online Probability Distributions Courses & MOOCs

Coursera

University of Colorado Boulder

Statistics and Data Analysis with Excel, Part 1 (Coursera)

Statistics & Data Analysis Data Science

Discover the basics of statistics and data analysis through an engaging online course designed for those new to the field. This beginner-friendly program uses Microsoft Excel as a tool to explore concepts such as descriptive statistics, probability theory, discrete and continuous distributions, setting a strong foundation for further study in data analytics, machine learning, or data science.

Jun 8th 2026

5-12 Weeks

Statistics Probability Excel

Mathematical Methods for Quantitative Finance (edX)

EdX

MIT,MITx

Mathematical Methods for Quantitative Finance (edX)

Economics & Finance

Dive into the world of quantitative finance with our comprehensive Mathematical Methods for Quantitative Finance course on edX. This program is designed for those looking to understand how mathematics forms the backbone of modern finance, equipping you with skills in linear algebra, optimization, probability theory, stochastic processes, statistics, and applied computational techniques using R. Whether you're a student, professional, or enthusiast, this course will provide you with the tools necessary to navigate financial markets, make informed predictions, and optimize investment decisions.

Jun 26th 2024

5-12 Weeks

Finance Statistics Probability

OpenHPI

Hasso-Plattner-Institut

Introduction to Bayesian Data Analysis (openHPI)

Statistics & Data Analysis Data Science

Embark on a journey into the world of Bayesian data analysis with our free course designed for those familiar with R programming language. This course will guide you through basic concepts such as random variables, probability distributions, and Bayes' theorem, applying these principles to simple data analysis problems. You'll delve into regression modeling using the brms package and gain a brief introduction to hierarchical models. Ideal for anyone who has previously engaged in frequentist data analysis.

Jan 25th 2023

5-12 Weeks

Data Analysis Regression Modeling Regression Analysis

Probability and Statistics III: A Gentle Introduction to Statistics (edX)

EdX

Georgia Institute of Technology,GTx

Probability and Statistics III: A Gentle Introduction to Statistics (edX)

Statistics & Data Analysis

Dive into the world of statistics with 'Probability and Statistics III: A Gentle Introduction to Statistics' on edX. This course is designed for beginners who want to understand key statistical principles. Explore essential topics like probability distributions, the pivotal Central Limit Theorem, and foundational descriptive statistics. Gain insights into how data can be effectively analyzed and interpreted.

Self Paced

Self-Paced

Statistics Probability Distributions

Statistics for Business Analytics: Probability (edX)

EdX

University of Queensland,UQx

Statistics for Business Analytics: Probability (edX)

Economics & Finance Statistics & Data Analysis

Dive into the world of probability and unlock critical analysis and statistics skills essential for business analytics. This beginner-friendly course on edX explores different methods to determine the likelihood of events and outcomes, equipping you with the tools to answer crucial questions in your field.

Self Paced

Self-Paced

Statistics Probability Business Analytics