Probability Courses and Certifications

London School of Economics and Political Science

Statistics 2 Part 1: Probability and Distribution Theory

The third in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further st

• edX
• 5 weeks, 12-15 hours a week
• Self-Paced
• Free Online Course (Audit)

Probability Theory for Data Science

Builds a rigorous probability foundation for data science, from conditional probability and distributions through multivariate variables, limit theorems, and inference.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

IIT Delhi;  NPTEL

Introduction to Probability Theory and Stochastic Processes

Build probability foundations and study stochastic processes through distributions, convergence, Markov chains, and simple Markovian queueing models.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

IIT Madras;  NPTEL

Probability Foundations For Electrical Engineers

This course will introduce the basic foundational aspects of probability theory primarily to an electrical engineering audience

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Probability and Chance

Calculate probabilities by counting outcomes from cards, dice and coins, then use expected values to optimize decisions and work with conditional, joint and disjoint events.

• Brilliant
• Self-Paced
• Paid Course

Predicting with Probability

Introduction to Probability Data Analysis Fundamentals Fluency in converting between decimals and percentages.

• Brilliant
• Self-Paced
• Paid Course

Introduction to Probability

In this course we will start from scratch defining experiments, events and probability, but quickly move to start calculating some probabilities. You will learn the fundamental properties and rules we

• INE
• 10 hours
• Self-Paced
• Paid Course

Probability in Data

Use the laws of probability to make sound decisions with limited information.

• Brilliant
• 4 hours
• Self-Paced
• Paid Course

Introduction to Probability, Interactive Online Video Course: Wolfram U

Learn basic probability concepts, simulate probabilities with random variables, identify discrete, continuous and derived distributions, and apply probability computations to real-world data.

• Wolfram U
• 3 hours
• Self-Paced
• Free Certificate

Stanford CS109 - Future of Probability - Lecture 28

Explore the future of probability in computer science with Stanford's expert insights, covering advanced concepts and their applications in emerging technologies.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Professor Leonard

Statistics Lecture - Introduction to Probability

1 rating

An introduction to probability covering sample spaces, simple events, observed, estimated, classical, and subjective probability.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kanpur

Probability and Random Variables - Processes for Wireless Communications

1 rating

Introduces probability, random variables, and random processes through wireless communication examples such as fading channels, delay spread, PSD, and AWGN.

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

CodeEmporium

Probability Theory for Machine Learning

Master probability theory fundamentals for ML: random variables, distributions, PMFs, PDFs, and likelihood estimation in under 3 hours.

• YouTube
• 2 hours 33 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Probability Foundation for Electrical Engineers

A rigorous graduate-level development of probability theory from axioms, with measure-theoretic foundations, convergence, expectation, and limit theorems.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Probability Methods in Civil Engineering

Learn probability models, random variables, and statistical inference through applications in civil engineering.

• YouTube
• 1 day 13 hours
• Self-Paced
• Free Video