Random Walks Courses and Certifications

Fields Institute

Introduction to Random Walks on Groups - Lecture 12

Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.

• YouTube
• 1 hour 44 minutes
• On-Demand
• Free Video

Fields Institute

Introduction to Random Walks on Groups - Lecture 10

Explore random walks on groups, their properties, and applications in mathematics and probability theory. Learn key concepts and techniques from expert Giulio Tiozzo.

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

Hausdorff Center for Mathematics

Large Deviations Principle for Sub-Riemannian Random Walks

Explore large deviations in sub-Riemannian random walks on Carnot groups, focusing on rate functions, hypoelliptic Brownian motions, and comparisons between standard and Heisenberg group Brownian motions.

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

International Centre for Theoretical Sciences

Branching Random Walks - Two Conjectures and a Theorem by Parthanil Roy

Explore branching random walks, their applications, and long-term behavior. Delve into conjectures and theorems with mathematician Parthanil Roy in this engaging lecture on probability theory.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Survival Probability and Record Statistics for Random Walks

Explore survival probability and record statistics for random walks, including Sparre-Andersen formula and applications to extreme value statistics. Discover new results for correlated random walks and active particles.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

A Non-symmetric Kesten Criterion for Random Walks on Groups

Exploración de una versión no simétrica del criterio de Kesten para paseos aleatorios en grupos, relacionando la teoría de la probabilidad con la estructura algebraica y geométrica de grupos.

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

Institute for Mathematical Sciences

From Mosquitoes to ChatGPT - The Birth and Strange Life of the Random Walk

Explore the fascinating history and diverse applications of random walks, from mosquito control to AI, and their impact on modern technology and scientific understanding.

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

Tutorials for Complex Systems

25 reviews

This course covers several mathematical techniques that are frequently used in complex systems science. The techniques are covered in independent units, taught by different instructors.

• Complexity Explorer
• On-Demand
• Free Online Course

Discrete Stochastic Processes

This course aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad range of Discrete stochastic processes.

• MIT OpenCourseWare
• 33 hours
• On-Demand
• Free Video

Efficient Markets Hypothesis and Its Limitations - Financial Markets Lecture 7

Explore the Efficient Markets Hypothesis, its implications for stock prices, and critiques of the theory through empirical evidence and alternative models of market behavior.

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

Random Walks

4 reviews

The goal of this tutorial is to outline some elementary, but beautiful aspects of random walks.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

A Statistical Physicist Looks at Some Complex Systems

Explore complex systems through statistical physics, examining random walks, lead changes in sports, and data analysis techniques for understanding dynamic processes.

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

From Ronald Ross to ChatGPT: The Birth and Strange Life of the Random Walk

Explore the fascinating history of random walks in mathematics, from mosquito control to AI, and their impact on various fields including physics, finance, and theology.

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

Contextual Image Understanding and Scene Identification in Videos - Thesis Defense

Explore image understanding using context, focusing on scene identification and object detection in videos through innovative techniques like Top-Down Visual Tree representation and Random Walk incorporation.

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

What Are the Chances? Probability Made Clear

83 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