Graph Theory Courses

Ross Dynamics Lab

Stability of Periodic Orbits - Floquet Theory - Stable and Unstable Invariant Manifolds

Explore stability of periodic orbits using Floquet theory. Learn about monodromy matrices, Floquet multipliers, and invariant manifolds in Hamiltonian systems. Understand the foundations of chaos in dynamical systems.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.

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

Academic Lesson

Number Theory Full Course - A to Z

Comprehensive exploration of number theory, covering fundamental concepts, theorems, and applications. Ideal for learners seeking in-depth understanding of integer properties and advanced mathematical principles.

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

William Spaniel

Game Theory 101 - Chain Store Paradox

Explore the chain store paradox in game theory, analyzing how firms use price wars strategically to deter market entry and maximize profits across multiple markets.

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

William Spaniel

Will Covid Cause War or Peace? A Game Theory Investigation

Explore game theory's insights on COVID-19's impact on global conflict, analyzing bargaining dynamics, uncertainty, and unexpected consequences for international relations and peacekeeping efforts.

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

GreeneMath.com

How to Graph Sine and Cosine with Transformations

Learn to graph sine and cosine functions with various transformations, including vertical/horizontal stretches, compressions, shifts, and phase shifts. Master key concepts for trigonometric graphing.

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

Graph Algorithms for Technical Interviews - Full Course

Master graph algorithms for technical interviews, covering traversal techniques, path finding, component analysis, and problem-solving strategies with hands-on coding challenges.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video

PIXXO 3D

Blender - Mo-Graph Cookie Cutter Animation

Create a loop-able 'cookie cutter' motion graphics animation in Blender with this step-by-step tutorial, perfect for enhancing your 3D animation skills.

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

Recon Conference

GRAP - Define and Match Graph Patterns Within Binaries

Herramienta para detectar patrones en código binario mediante coincidencia de grafos. Permite definir firmas personalizadas para identificar variantes de malware y extraer información valiosa.

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

WEareTROOPERS

Volatile Memory Behavioral Game Theory in Defensive Security

Explore behavioral game theory in defensive security, focusing on volatile memory and its implications for cybersecurity strategies and decision-making processes.

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

WEareTROOPERS

Graph Me, I'm Famous! - Malware Analysis

Explore advanced malware analysis techniques using graph theory to uncover hidden connections and patterns in malicious code, enhancing threat detection and understanding.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Conference Talk

IEEE Signal Processing Society

Graph Neural Networks for Learning Nonlinear Power System Operations

Explore nonlinear power system operations using graph neural networks, covering optimization, computational benefits, and emergency response in power flow models.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Graph Adjacency Spectral Embeddings - Algorithmic Advances and Applications

Explore algorithmic advances and applications of graph adjacency spectral embeddings, focusing on data science and signal processing innovations in network analysis and representation learning.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Learning and Extrapolation in Graph Neural Networks

Explore advanced concepts in graph neural networks, focusing on learning techniques and extrapolation methods for enhanced data analysis and prediction in complex graph structures.

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