Graph Theory Courses

Tobias Osborne

Introduction to Conformal Field Theory

Dive into the mathematical foundations and applications of conformal field theory through comprehensive lectures covering symmetries, correlation functions, and quantum field dynamics.

• YouTube
• 14 hours 20 minutes
• Self-Paced
• Free Video

Tobias Osborne

Advanced Quantum Field Theory - The Theory of Elementary Interactions

Master advanced quantum field theory and elementary particle interactions through comprehensive mathematical frameworks and theoretical foundations.

• YouTube
• 1 day 1 hour 40 minutes
• Self-Paced
• Free Video

Tobias Osborne

Quantum Field Theory

Dive into the mathematical foundations and physical principles of quantum field theory through 18 comprehensive lectures by Tobias Osborne.

• YouTube
• 1 day 1 hour 30 minutes
• Self-Paced
• Free Video

Tobias Osborne

Advanced Quantum Theory - Many-Body Systems and Second Quantization

Master many-body quantum systems through second quantisation, scattering theory, and elementary relativistic quantum mechanics for theorists.

• YouTube
• 1 day 20 minutes
• Self-Paced
• Free Video

Tobias Osborne

Theory of Quantum Noise and Decoherence

Explore quantum noise and decoherence theory through the Lindblad equation, its derivation, solutions, and physical examples for theorists and experimentalists.

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

Discover AI

Learn Graph Neural Networks - Code, Examples and Theory

Master Graph Neural Networks through hands-on coding, theory, and state-of-the-art libraries like PyTorch Geometric and DGL for deep learning on graph-structured data.

• YouTube
• 7 hours 49 minutes
• Self-Paced
• Free Video

Center for Science of Information NSF STC

Theory and Application of Network Coding

Explore network coding fundamentals, applications in wireless networks, and connections to information theory, complexity, and graph theory for enhanced communication performance.

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

Center for Science of Information NSF STC

Information Theory and Network Coding

Master fundamental limits in communication systems through comprehensive information theory principles, from entropy and data compression to channel capacity and rate-distortion theory.

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

Squid: Schools for Quantum Information Development

Advanced Topics in Quantum Information Theory 2022

Explore quantum thermodynamics, learning theory, and foundational paradoxes through advanced lectures covering thermal engines, PAC learning, and measurement contexts.

• YouTube
• 1 day 6 hours 36 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

On the Wave Turbulence Theory of 2D Gravity Water Waves

Explore rigorous wave turbulence theory for 2D gravity water waves using deterministic energy estimates and probabilistic arguments for randomness propagation.

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

Institut des Hautes Etudes Scientifiques (IHES)

Furstenberg Sets Estimates with Application to Restriction Theory

Explore advanced mathematical concepts connecting Kakeya sets, Hausdorff dimensions, and Fourier restriction theory through wave packet decompositions in this research seminar.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Kode Kloud

Knowledge Graph Explained - Build Movie Recommendation System in 15 Minutes

Master knowledge graphs and build a Netflix-style movie recommender using Neo4j and Python. Discover why graph databases outperform SQL for relationship queries by 1000x.

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

Centre International de Rencontres Mathématiques

Statistics Meets Tensors - Methods, Theory, and Applications

Explore advanced statistical learning through synthetic data methods for imbalanced classification and high-dimensional tensor analysis with practical applications.

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

ICTP-SAIFR

Love Numbers from Shell Effective Field Theory

Discover how shell effective field theory reveals gravitational Love numbers in this advanced physics presentation exploring tidal deformability and compact object structure.

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

Simons Foundation

One Equation to Rule Them All - Weak and Strong Wave Turbulence Theory

Explore wave turbulence theory through renormalization, deriving a unified equation that describes both weak and strong nonlinear regimes and their universality classes.

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