Free Online Probability Distributions Courses & MOOCs

Coursera

Stanford University

Probabilistic Graphical Models 2: Inference (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Probabilistic Graphical Models 2: Inference, an advanced online course designed for those who want to delve deeper into decoding complex joint probability distributions. This course will equip you with essential skills in statistical modeling and machine learning, using techniques that sit at the intersection of statistics and computer science.

Sep 14th 2026

5-12 Weeks

Machine Learning PGM Inference

Coursera

University of Amsterdam

Basic Statistics (Coursera)

Statistics & Data Analysis Data Science

Discover the basics of statistics in a user-friendly format! This course is perfect for those interested in understanding research methods in the social and behavioral sciences. You'll learn not just how to compute statistics but also how to critically assess them. Prepare yourself for advanced studies with this essential foundation.

Aug 31st 2026

5-12 Weeks

Statistics Probability Regression

Coursera

Stanford University

Probabilistic Graphical Models 3: Learning (Coursera)

Statistics & Data Analysis Data Science

Explore advanced concepts in Probabilistic Graphical Models (PGMs) with 'Probabilistic Graphical Models 3: Learning'. This course delves deep into learning techniques for complex domains, enabling you to encode sophisticated joint distributions over numerous interacting variables. Gain insights into state-of-the-art methods and apply them across various fields such as healthcare, image processing, speech recognition, and natural language processing.

Aug 31st 2026

5-12 Weeks

Algorithms Machine Learning PGM

Coursera

University of Amsterdam

Data Analytics for Lean Six Sigma (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the world of data analytics as applied to Lean Six Sigma improvement projects with our expert-led online course. Gain proficiency in analyzing and interpreting collected data, employing powerful tools like Minitab. This course is designed for those looking to enhance their understanding of Lean Six Sigma methodologies.

Aug 31st 2026

5-12 Weeks

Testing Lean Six Sigma Data Visualization

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.

Aug 31st 2026

5-12 Weeks

Statistics Probability Excel

Coursera

IBM

Statistical Analysis Fundamentals using Excel (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data analysis with our Statistical Analysis Fundamentals using Excel course. Whether you're a business professional or a data enthusiast, this course will equip you with essential statistical tools to make informed decisions based on data. Learn how to analyze, visualize, and interpret data effectively using Microsoft Excel.

Aug 31st 2026

5-12 Weeks

Statistics Excel Data Analysis

Coursera

University of Colorado Boulder

Managing, Describing, and Analyzing Data (Coursera)

Statistics & Data Analysis Data Science

Discover the fundamentals of data analysis in this engaging Coursera course. From managing your data to accurately describing it using descriptive statistics and R software, you'll gain a solid foundation in interpreting and utilizing data effectively. Explore key probability distributions and learn how to analyze datasets with precision. This course is perfect for beginners looking to start their journey into the world of data science.

Aug 24th 2026

5-12 Weeks

Statistics Probability Data Analysis

Coursera

University of Minnesota

Simulation Models for Decision Making (Coursera)

Statistics & Data Analysis

Dive into the world of Simulation Models for Decision Making on Coursera. This course is designed for undergraduate and graduate students eager to tackle real-world business problems using simulation techniques. Explore how to navigate uncertainty and make informed decisions by modeling different outcomes. Perfect for those interested in enhancing their analytical skills and protecting personal or business interests.

Aug 24th 2026

4 Weeks

Probability Monte Carlo Method Decision Making

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