Graph Theory Courses

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

IEEE Signal Processing Society

Neural Diffusion PDEs, Differential Geometry, and Graph Neural Networks

Explore neural diffusion PDEs, differential geometry, and graph neural networks in this advanced webinar by Michael Bronstein, bridging theoretical concepts with practical applications in data science.

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

IEEE Signal Processing Society

Sub-Nyquist Sampling - Theory and Applications

Explore cutting-edge signal processing research with Prof. Yonina Eldar from Weizmann Institute of Science in this IEEE Signal Processing Society webinar.

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

International Centre for Theoretical Sciences

Conformal Bootstrap: Techniques for Studying Conformal Field Theory - Lecture 1

Explore conformal field theory techniques, including conformal algebra, primary operators, OPE, stress tensor, and scalar operator functions. Gain insights into this fundamental approach in theoretical physics.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Quantum Field Theory as the Language of Physics by Nathan Seiberg

Explore quantum field theory's role as the universal language of physics, its applications, limitations, and potential reformulation in this insightful talk by Nathan Seiberg.

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

International Centre for Theoretical Sciences

Dynamics of 2+1-dimensional Quantum Field Theory - Lecture 2

Explore advanced concepts in 2+1D quantum field theory, focusing on symmetries, topology, and duality. Gain insights into recent developments and their applications across physics disciplines.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Harmonic Maps Between Surfaces and Teichmüller Theory - Lecture 1

Explore harmonic maps between surfaces, their applications, and connections to Teichmüller theory in this advanced lecture on geometric analysis and complex geometry.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Entanglement Entropy, Quantum Field Theory, and Holography by Matthew Headrick

Explore entanglement entropy in quantum systems, focusing on its applications in field theory and holography. Learn about classical and quantum correlations, mutual information, and entropy in spin systems.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

From Information Theory to Learning via Statistical Physics - Introduction

Explore connections between information theory, statistical physics, and learning. Delve into classical statistics, high-dimensional problems, and Bayesian approaches, with applications in signal processing and regression.

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