Probability Courses and Certifications

Stanford CS109 - Introduction to Probability for Computer Scientists 2022

Master probability theory fundamentals through combinatorics, random variables, distributions, and machine learning applications in this comprehensive Stanford computer science program.

• YouTube
• 1 day 11 hours 25 minutes
• Self-Paced
• Free Video

Probability and Statistics I: A Gentle Introduction to Probability

14 ratings at edX

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of

• edX
• 3 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Steve Brunton

Probability Bootcamp

Master probability fundamentals from counting to advanced distributions, including CLT, Bayes' theorem, and random variables for data science applications.

• YouTube
• 10 hours 37 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Probability & Random Variables

A lecture series develops probability from axioms and random variables through stochastic processes, spectral analysis, and adaptive filtering.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Probability and Statistics II: Random Variables – Great Expectations to Bell Curves

This course discusses properties and applications of random variables. For instance, how many customers are likely to arrive in the next hour? What’s the probability that a lightbulb will last more th

• edX
• 4 weeks, 6-12 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Probability/Random Variables

Learn probability concepts that can be applied in your career

• edX
• 7 weeks, 6-12 hours a week
• Self-Paced
• $498.00
• 2 courses

Probability for Machine Learning

Master probability fundamentals for machine learning. Explore probability rules, distributions, Bayes’ Theorem, and evaluation metrics like ROC and precision-recall curves. Build the skills to interpr

• edX
• 4 weeks, 2-5 hours a week
• Self-Paced
• Free Online Course (Audit)

Probability: Basic Concepts & Discrete Random Variables

Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science.

• edX
• 6 weeks, 4-6 hours a week
• Self-Paced
• Free Certificate

Probability Theory

12 ratings at edX

This course provides an introduction to probability theory. You will encounter discrete and continuous random variables and learn in which situations they appear, what their properties are and how the

• edX
• 6 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Probability

127 ratings at Codecademy

Learn the fundamentals of probability and how to quantify and visualize uncertainty.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to probability and random variables

Explore the fundamentals of probability theory and random variables in a short course, with additional resources and a final quiz to check understanding.

• Polimi OPEN KNOWLEDGE
• 3 weeks
• Self-Paced
• Free Certificate

What Are the Chances? Probability Made Clear

85 ratings at The Great Courses Plus

Explore the fundamental concepts and fascinating applications of probability in this fun and engaging course by an award-winning mathematician.

• The Great Courses Plus
• 6 hours 11 minutes
• Self-Paced
• Free Trial Available

Learn Probability- Concepts & Examples of Probability

38 ratings at Udemy

A course on Probability that boosts your confidence and inspires you to solve probability problems with an ease.

• Udemy
• 7 hours
• Self-Paced
• Paid Course

MathTrackX: Probability

Understand probability and how it manifests in the world around us.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

STAT 414: Introduction to Probability Theory

Study probability theory: assign and compute probabilities, work with discrete and continuous random variables, joint and conditional distributions, and functions of random variables via moment-generating techniques.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course