Graph Theory Courses

IMSA

Theory of Atoms, Singularity Theory and Applications to Birational Geometry - Parts I and II

Delve into advanced mathematical concepts exploring atoms theory, singularity theory, and their applications in birational geometry, featuring new rationality obstructions and Mendeleev tables.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video

Discover AI

Information-Directed Sampling for AI Agent Alignment - From Theory to Practice

Explore Stanford's groundbreaking Information-Directed Sampling approach for aligning AI agents with human values, focusing on optimal decision-making and continuous learning in dynamic environments.

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

NDC Conferences

The Grand Unified Theory of Clean Architecture and Test Pyramid

Discover a practical approach to combining Clean Architecture and Test Pyramid principles through real-world API examples, offering clear solutions for modern software development challenges.

• YouTube
• 53 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

AICamp

Embeddable Graph Database Management System - Kùzu DBMS

Discover Kùzu, an open-source embeddable graph database system optimized for complex joins, semi-structured data storage, and scalability, designed to handle modern data management challenges.

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

The 3rd TBSI Workshop on Learning Theory

Explore cutting-edge developments in machine learning theory, optimization algorithms, and statistical inference through expert-led discussions and research presentations.

• XuetangX
• Self-Paced
• Free Online Course

Institute for Advanced Study

Duality of Decaying Turbulence to a Solvable String Theory

Delve into the mathematical reformulation of Navier-Stokes equations as a solvable string theory, exploring how the Euler ensemble provides analytical solutions for decaying turbulence phenomena.

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

IMSA

Towards Lefschetz Thimbles in Quantum Field Theory - Part II

Delve into the complexification of quantum field theory through Lefschetz thimbles, exploring solutions to equations of motion in systems like anharmonic oscillators and sigma models.

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

IMSA

Towards Lefschetz Thimbles in Quantum Field Theory - Part I

Delve into the complexification of quantum field theory through Lefschetz thimbles, exploring solutions to equations of motion in systems like anharmonic oscillators and sigma models, based on Bethe/gauge correspondence.

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

UofU Data Science

Graph Embeddings - Lecture 25

Explore graph embeddings from MDS and Laplacian-based approaches to DeepWalk, with insights on word vector embeddings and bias in this comprehensive lecture.

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

BIMSA

A Refined Theory of Opinion Dynamics and Its Applications

Explore a refined model of opinion dynamics applied to analyze 154 years of US Congress data, examining what drives ideological separation and the relationship between polarization and historical events.

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

Excellence Academy

2024 Practical Physics 1 Graph Question and Solution - How to Plot, Read and Interpret Physics Graph Slopes

Master the art of plotting, reading, and interpreting physics practical graphs with a comprehensive solution to the 2024 Physics Graph question.

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

Institut Henri Poincaré

Bridging Data and Theory for Monitoring Resilience Changes in Tropical Forests

Explore theoretical frameworks and data analysis methods for monitoring resilience changes in tropical forest ecosystems.

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

International Centre for Theoretical Sciences

Evolutionary Game Theory and the Evolution of Cooperation - Lecture 3

Delve into the principles of evolutionary game theory and cooperation across biological scales, from cellular to societal levels, exploring decision-making processes and their impact on group survival.

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

International Centre for Theoretical Sciences

Evolutionary Game Theory and the Evolution of Cooperation - Lecture 2

Delve into the principles of evolutionary game theory and cooperation across biological scales, from cellular to societal levels, exploring decision-making processes and their impact on group survival.

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