Graph Theory Courses

Simple Snippets

Shell Sort Algorithm - Theory, Working, and Pseudocode with Example - Part 1

Comprehensive tutorial on Shell Sort algorithm, covering theory, working principles, pseudocode, and examples. Explains efficiency, time complexity, and step-by-step implementation.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Stretch Factors of Graph Maps and Free Group Automorphisms by Radhika Gupta

Explore stretch factors in graph maps and free group automorphisms, delving into mathematical concepts and their applications in topology and group theory.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Applied Algebraic Topology Network

Michael Bronstein: Physics-Inspired Graph Neural Networks

Explore physics-inspired continuous learning models for graph neural networks, leveraging tools from differential geometry and algebraic topology to enhance expressive power beyond traditional message-passing paradigms.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Open Data Science

Physics-Inspired Learning on Graph - Michael Bronstein, PhD

Explore physics-inspired continuous learning models for graphs, challenging traditional message-passing paradigms. Discover new approaches using differential geometry, algebraic topology, and differential equations to revolutionize graph machine learning.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Fields Institute

Algorithm Aversion: Theory and Evidence from Robo-Advice

Explore the phenomenon of algorithm aversion in robo-advice, examining theoretical foundations and empirical evidence to understand its impact on wealth management and financial decision-making.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Optimal Transport Reconstruction and Peaks Theory for Energy by Ravi Sheth

Explores optimal transport reconstruction and peaks theory in energy, focusing on advanced techniques in cosmological data analysis for large-scale structure surveys and precision cosmology.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Black Hat

Graph Convolutional Network-Based Suspicious Communication Pair Estimation for Industrial Control Systems

Explore graph convolutional networks for detecting suspicious communication pairs in industrial control systems, enhancing security monitoring beyond traditional whitelisting methods.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Black Hat

Bitcoin Transaction Malleability Theory in Practice

Explore the mysterious "Transaction Malleability" vulnerability that nearly collapsed Bitcoin, with practical demonstrations of its exploitation and impact on major platforms.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk

Black Hat

How to Leak a 100-Million-Node Social Graph in Just One Week

Exploración de vulnerabilidades en OAuth 2.0 para redes sociales, demostrando cómo la suplantación de aplicaciones puede llevar a la filtración masiva de datos de usuarios y gráficos sociales.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Devoxx

How Graph Data Science Can Turbocharge Your Knowledge Graph

Explore how Graph Data Science enhances Knowledge Graphs, offering powerful insights through centrality algorithms and node embeddings. Learn applications in drug discovery and get started with Neo4j.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Devoxx

Dungeons, Dragons, and Graph Databases

Explore graph databases through a D&D lens. Learn how to model complex relationships, write efficient queries, and optimize your dungeon crawl using this powerful database technology.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

Devoxx

An Introduction to Residuality Theory

Explore a revolutionary software design theory that models systems as interconnected residues, using complexity science to manage uncertainty in complex business environments.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Devoxx

Cypher Sleuthing - Tips and Tricks for Querying a Graph Database

Explore graph database querying techniques, Cypher language essentials, and APOC library usage to optimize performance and avoid common pitfalls in graph data manipulation.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Devoxx

Java on ARM - Theory, Applications and Workloads

Explore Java on ARM processors: theory, applications, and workloads. Learn about ARM servers, Java ARM port features, and performance optimization for specific use cases.

• YouTube
• 42 minutes
• Self-Paced
• Conference Talk

Devoxx

Java on ARM - Theory, Applications, and Workloads

Explore Java's performance on ARM processors, focusing on server applications, workload optimization, and recent improvements in the Java ARM port for cloud deployments.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk