Probability Courses and Certifications

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
• On-Demand
• Free Video

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 8 minutes
• On-Demand
• Free Online Course (Audit)

Probability, Measure and Martingales: An Introduction

Explore key mathematical concepts like conditional expectation, martingales, and measure theory through examples from branching processes, random walks, and mathematical finance in this Oxford Mathematics lecture.

• YouTube
• 47 minutes
• On-Demand
• Free Video

What Are the Chances? Probability Made Clear

84 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
• On-Demand
• Free Trial Available

Yunnan University of Finance and Economics

Probability and Mathematical Statistics

Master fundamental probability concepts and statistical methods through rigorous mathematical exploration, from random events to hypothesis testing, with practical applications in economics and management.

• XuetangX
• On-Demand
• Free Online Course

The Julia Programming Language

Probability via Computation - Week 4

Explore probability concepts through computational methods, covering random sampling, Monte Carlo simulations, Bernoulli trials, and the Central Limit Theorem with practical examples and visualizations.

• YouTube
• 26 minutes
• On-Demand
• Free Video

The Royal Institution

What Happens When Maths Goes Wrong? - With Matt Parker

Explore real-world consequences of mathematical errors with comedian Matt Parker. From bridge collapses to plane crashes, discover how small miscalculations can lead to big disasters in this entertaining and eye-opening talk.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

A Glimpse into the Fun World of Probabilistic Methods by Moumanti Podder

Explore the fascinating realm of probabilistic methods, uncovering their applications and significance in various fields of mathematics and beyond.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

MITCBMM

Probability Tutorial

Explore probability concepts, from uncertainty to Bayesian reasoning, with practical applications in graphical models and hidden Markov models.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Michael Penn

Basic Probability Examples

Explore fundamental probability concepts through practical examples, covering conditional probability, independent events, and more.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Functional Inequalities and Concentration of Measure I

Explore concentration inequalities in probability and geometric analysis, focusing on functional inequalities and their applications to Lipschitz functions in continuous and discrete settings.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Alexander Volberg - Poincaré Inequalities on Hamming Cube - Analysis, Combinatorics, Probability

Explore improved L^1-Poincaré inequality constants on Hamming cube, comparing with Gaussian space. Discuss proofs, estimates, and related mathematical concepts in analysis, combinatorics, and probability theory.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Derek Banas

Comprehensive Introduction to Probability Theory and Applications

Comprehensive overview of probability concepts, from basic definitions to advanced distributions, with real-world examples and formulas for practical application in data science and statistics.

• YouTube
• 47 minutes
• On-Demand
• Free Video

The Organic Chemistry Tutor

Normal Distribution & Probability Problems

Comprehensive introduction to normal distribution and probability, covering calculation methods, practice problems, and key concepts like the 68-95-99.7 rule for a solid understanding of the topic.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Tom Rocks Maths

Pokémon Catch Rate Formula Explained

Explore the mathematics behind Pokémon's catch rate formula with Oxford mathematician Dr Tom Crawford. Learn how variables like HP, status effects, and ball types influence capture probability.

• YouTube
• 36 minutes
• On-Demand
• Free Video