Graph Theory Courses

Institute for Advanced Study

Representation Theory and Combinatorics of the Symmetry Group and Related Structures - 2021 Women and Mathematics

Explore advanced representation theory, categorification, and combinatorics of symmetry groups through expert lectures from leading mathematicians at this intensive workshop.

• YouTube
• 8 hours 59 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Seminar on Geometric and Modular Representation Theory

Explore advanced topics in geometric and modular representation theory through expert lectures on Broué's conjecture, affine Grassmannians, Satake equivalence, and Hecke categories.

• YouTube
• 1 day 8 hours 29 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Workshop on Representation Theory and Geometry

Explore advanced topics in representation theory and geometry through expert lectures on symplectic resolutions, Langlands functoriality, and algebraic groups.

• YouTube
• 20 hours 54 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Virtual Workshop on Recent Developments in Geometric Representation Theory

Explore cutting-edge research in geometric representation theory through expert lectures on quantum groups, perverse sheaves, and algebraic structures.

• YouTube
• 19 hours 37 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Theory of Deep Learning - Where Next?

Explore cutting-edge theoretical foundations of deep learning through expert talks on optimization, generalization, representation learning, and neural network interpretability.

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

MITCBMM

Statistical Learning Theory and Applications [2019]

Master statistical learning theory fundamentals and practical applications through comprehensive MIT lectures covering key algorithms and mathematical foundations.

• YouTube
• 1 day 7 hours 54 minutes
• Self-Paced
• Free Video

MITCBMM

Statistical Learning Theory and Applications - Fall 2018

Dive into statistical learning theory fundamentals and practical applications through MIT's comprehensive lecture series covering key algorithms and mathematical foundations.

• YouTube
• 1 day 8 hours 38 minutes
• Self-Paced
• Free Video

MITCBMM

Statistical Learning Theory and Applications

Master statistical learning theory through kernel methods, regularization techniques, and deep learning optimization with rigorous mathematical foundations and practical applications.

• YouTube
• 23 hours 52 minutes
• Self-Paced
• Free Video

MITCBMM

Statistical Learning Theory and Applications - Fall 2015

Dive into statistical learning theory fundamentals, regularization techniques, kernel methods, and deep learning representations through MIT's comprehensive graduate-level curriculum.

• YouTube
• 1 day 12 hours 53 minutes
• Self-Paced
• Free Video

Insights into Mathematics

Differential Geometry - Complete Course with Classical Curves, Surfaces, and Curvature Theory

Explore curves, surfaces, and curvature through classical and modern approaches, including projective geometry, algebraic methods, and computational visualization with GeoGebra.

• YouTube
• 1 day 1 hour 10 minutes
• Self-Paced
• Free Video

Ryan O'Donnell

Graduate Complexity Theory

Dive into advanced computational complexity theory with graduate-level lectures covering hierarchy theorems, circuits, interactive proofs, and cutting-edge research topics.

• YouTube
• 1 day 11 hours 50 minutes
• Self-Paced
• Free Video

Ryan O'Donnell

Undergraduate Computational Complexity Theory

Explore fundamental computational complexity theory through 28 comprehensive lectures covering P vs NP, reductions, space complexity, and randomized algorithms from Carnegie Mellon.

• YouTube
• 1 day 13 hours 36 minutes
• Self-Paced
• Free Video

CodeHelp - by Babbar

Graph Data Structures and Algorithms - Complete Course

Master graph algorithms from basics to advanced topics including BFS, DFS, shortest paths, MST, and strongly connected components with hands-on C++ implementation.

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

Kavli Institute for Theoretical Physics

What is Particle Theory? - The Joy Of Series

Explore cutting-edge particle theory through expert lectures covering axions, quantum computation, S-matrix theory, lattice gauge theory, cosmological correlators, and dark matter research.

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

Theory of Change for Brand Communications

Discover how to build a strong nonprofit brand using Mighty Ally's Four A's framework and create a compelling theory of change that connects your mission to measurable social impact.

• Acumen Academy
• 2 hours
• Self-Paced
• Free Certificate