Graph Theory Courses

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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

MusicTechHelpGuy

Music Theory in Logic Pro 11

Master chord progressions and MIDI composition using Logic Pro 11's Chord Track feature and Session Players to transform musical ideas into polished demos quickly.

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

MusicTechHelpGuy

Music Theory for Producers

Master essential music theory concepts from notes and scales to chord progressions and modes, specifically designed for music producers to enhance their compositional skills.

• YouTube
• 6 hours
• Self-Paced
• Free Video

The University of Chicago

Human Capital Theory and Applications

Discover Nobel laureate Gary Becker's groundbreaking human capital theory through 19 comprehensive lectures covering education, health, mobility, and economic growth.

• YouTube
• 1 day 1 hour 37 minutes
• Self-Paced
• Free Video

Physics with Professor Matt Anderson

Introduction to Relativity and Einstein's Theory - Module 29

Explore Einstein's relativity theory, covering time dilation, length contraction, E=mc², relativistic momentum, and the strange implications of space-time physics.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Ashley Hodgson

Microeconomic Theory Overview

Discover essential microeconomic principles, model building, equilibrium analysis, and elasticity concepts through practical examples and mathematical applications.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Harvard CMSA

Workshop on Quantum Field Theory and Topological Phases via Homotopy Theory and Operator Algebras

Explore advanced quantum field theory and topological phases through homotopy theory and operator algebras in this intensive workshop featuring leading experts from Harvard, Caltech, and more.

• YouTube
• 1 day 10 hours 3 minutes
• Self-Paced
• Free Video

Harvard CMSA

Summer School in Total Positivity and Quantum Field Theory

Explore cutting-edge connections between total positivity, matroid theory, and quantum field theory through amplituhedra, cluster algebras, and scattering amplitudes in physics.

• YouTube
• 12 hours 55 minutes
• Self-Paced
• Free Video

Harvard CMSA

General Relativity Seminar - Advanced Topics in Einstein's Theory and Black Hole Physics

Explore advanced topics in general relativity through expert presentations on black holes, spacetime geometry, Einstein equations, and gravitational waves from leading researchers.

• YouTube
• 2 days 21 hours 45 minutes
• Self-Paced
• Free Video

Harvard CMSA

Graduate Topics in Deep Learning Theory

Explore advanced theoretical foundations of deep learning through graduate-level mathematical analysis and computational principles taught by Harvard CMSA.

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

Harvard CMSA

Arithmetic Quantum Field Theory Program Lecture Series

Explore advanced connections between arithmetic topology, quantum field theory, and the Langlands program through expert lectures on algebraic QFT, automorphic forms, and mathematical physics.

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

Harvard CMSA

Arithmetic Quantum Field Theory Conference

Explore cutting-edge connections between number theory, quantum field theory, and geometry through expert talks on Langlands correspondence, L-functions, and mathematical physics.

• YouTube
• 21 hours 48 minutes
• Self-Paced
• Free Video