Graph Theory Courses

Let's Code Physics

Graph Analysis and Acceleration - Tracker for Beginners Part 4

Explore three techniques for analyzing acceleration data in Tracker software, enhancing your video-based motion analysis skills for physics experiments and research.

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

Let's Code Physics

Black Hole Battles - Control Theory III

Explore advanced control theory concepts for navigating spacecraft through black hole fields in this physics-based game development tutorial.

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

Let's Code Physics

Black Hole Battles - Control Theory II

Explore cost evaluation in ship navigation through black hole fields using control theory principles.

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

Let's Code Physics

Black Hole Battles - Control Theory I

Explore control theory applications in game development, enhancing enemy AI for a physics-based space navigation game featuring black holes.

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

The Royal Institution

What Does It Mean to Be Intelligent? - Howard Gardner's Theory of Multiple Intelligences

Explore Howard Gardner's theory of multiple intelligences, challenging traditional IQ tests and redefining our understanding of human cognitive abilities and potential.

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

BSidesLV

The Drunk Colonel and the Flipped Stone - Game Theory for a Defensive Strategic Advantage

Explore game theory's application in cybersecurity, focusing on strategic defense, resource allocation, and unpredictability to gain advantages against adversaries.

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

BSidesLV

Grapl - A Graph Platform for Detection and Response

Explore a graph-based platform for enhanced cybersecurity detection and response, covering node relationships, log analysis, and advanced investigation techniques.

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

BSidesLV

Zero Trust Networks - In Theory and in Practice

Comprehensive exploration of Zero Trust Networks, covering theory, implementation strategies, key systems, and practical considerations for enhanced network security.

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

Aleksa Gordić - The AI Epiphany

How to Get Started With Graph ML - Blog Walkthrough

Comprehensive introduction to Graph Machine Learning, covering applications, methods, and resources. Explores research challenges, GNN expressivity, and related subfields, providing a solid foundation for beginners.

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

Aleksa Gordić - The AI Epiphany

Graph Attention Network Project Walkthrough

Comprehensive walkthrough of Graph Attention Network implementation, covering dataset analysis, key implementation details, and related deep learning projects for enthusiasts and practitioners.

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

Aleksa Gordić - The AI Epiphany

Temporal Graph Networks - GNN Paper Explained

Explore temporal graph networks and dynamic graphs, learning advanced techniques for graph machine learning, including time-based sampling, memory management, and attention mechanisms.

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

Aleksa Gordić - The AI Epiphany

Graph SAGE - Inductive Representation Learning on Large Graphs - GNN Paper Explained

Deep dive into Graph SAGE, exploring its innovative approach to large-scale graph learning. Covers key concepts, training methods, aggregator functions, and comparisons with other graph neural networks.

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

Aleksa Gordić - The AI Epiphany

Graph Convolutional Networks - GNN Paper Explained

Comprehensive exploration of Graph Convolutional Networks, covering theory, implementation, and applications. Delves into spectral methods, Weisfeiler-Lehman perspective, and GNN depth, offering insights for both beginners and experts.

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

Aleksa Gordić - The AI Epiphany

Graph Attention Networks - GNN Paper Explained

Explore Graph Attention Networks (GAT) in-depth, covering graph theory basics, GAT methodology, multi-head versions, visualizations, and applications in transductive/inductive learning scenarios.

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

Edan Meyer

A New Theory for How the Brain Learns

Explore a novel theory on brain learning, focusing on neuronal burst firing for feedback signaling and solving the credit assignment problem in hierarchical circuits.

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