Graph Theory Courses

Galileo Galilei Institute (GGI)

Theory of Neutrinoless Double Beta Decay - Lecture 3

Delve into advanced theoretical physics concepts focusing on neutrinoless double beta decay, exploring fundamental particle interactions and their implications for neutrino mass properties.

• YouTube
• 2 hours 12 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute (GGI)

Theory of Neutrinoless Double Beta Decay - Lecture 2

Delve into advanced theoretical physics concepts focusing on neutrinoless double beta decay, exploring fundamental particle interactions and their implications for neutrino mass generation.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Data Science Dojo

Multi-Agent Frameworks for LLM Applications: From Theory to Implementation

Discover how to build advanced LLM applications using LangGraph for multi-agent collaboration, enabling specialized task handling and improved workflow management through practical demonstrations and hands-on exercises.

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

USENIX

OblivGNN: Oblivious Inference on Transductive and Inductive Graph Neural Networks

Discover a privacy-preserving solution for secure GNN inference in cloud services, enabling protected analysis of sensitive graph data while maintaining model confidentiality and efficiency.

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

USENIX

INSIGHT: Attacking Industry-Adopted Learning Resilient Logic Locking Techniques Using Explainable Graph Neural Network

Discover how INSIGHT, an explainable Graph Neural Network attack method, breaks through learning resilient logic locking techniques used in hardware security and IP protection.

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

International Centre for Theoretical Sciences

Introduction to Reinforcement Learning Theory and Methods - Lecture 1

Master the fundamentals of reinforcement learning through theoretical concepts and practical applications, covering Markov decision processes, dynamic programming, and temporal differences with hands-on exercises.

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

Brian McLogan

All the Ways to Graph a Quadratic Function

Master essential techniques for graphing quadratic equations through multiple methods, including vertex form, factored form, and transformations, to visualize parabolic functions effectively.

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

Galileo Galilei Institute (GGI)

Scattering Amplitudes in Quantum Field Theory - Lecture 1

Dive into the fundamental principles and theoretical frameworks of scattering amplitudes in quantum field theory through advanced mathematical approaches and modern computational methods.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

IMSA

Global Logarithmic Deformation Theory - Lecture 1

Dive into advanced mathematical concepts of logarithmic deformation theory, exploring curved dg Lie algebras and their role in infinitesimal deformations of logarithmic varieties.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

BIMSA

Topology of Complex Systems - Mathematical Modeling and GLMY Theory

Explore advanced topological theories and GLMY homology for analyzing high-order interactions in complex networks, with applications in disease research, microbiology, and materials science.

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

OSACon

Uncovering Insights in Complex Data Through Graph Visualization

Discover how to reveal hidden patterns and relationships in complex data through powerful graph visualization techniques, from fundamental concepts to practical applications using open-source tools.

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

OSACon

Modern LLMs with Graph Databases - Exploring Text-to-Cypher Query Generation

Explore how modern LLMs like GPT-4 and Claude 3 can generate analytical queries for Graph databases, focusing on practical applications with Neo4j and Amazon Neptune.

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

GERAD Research Center

Operations Research: From Academia to Practice - Bridging Theory and Real-World Applications

Discover how Operations Research bridges theory and practice through human-in-loop analytics, decision support tools, and real-world applications for solving complex business problems and improving decision-making processes.

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

Abrikosov Center for Theoretical Physics (ACTP)

Microscopic Theory of All-Optical Magnetization Control in CrI3 Monolayers

Explore the microscopic theoretical framework behind controlling magnetization in CrI3 monolayers through optical methods, focusing on advanced quantum material manipulation techniques.

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

Unreal Engine

How Scene Graph Can Improve UEFN Creators' Workflows - Unreal Fest 2024

Explore UEFN's Scene Graph: Enhance workflows, create engaging islands with Prefabs, and leverage advanced components for unique gameplay using Verse.

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