Graph Theory Courses

Banach Center

Chern-Simons Field Theory Invariants - Knots, Links and Three-Manifolds - Part 1

Explore Chern-Simons field theory invariants and their applications to knots, links, and three-manifolds in this advanced mathematics lecture.

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

Banach Center

Introduction to Abstract Fraïssé Theory

Explore abstract Fraïssé theory's foundations, applications, and key concepts in mathematical analysis and model theory.

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

Banach Center

Geometric Set Theory - Part 3

Explore advanced concepts in geometric set theory, delving into complex mathematical principles and their applications in topology and analysis.

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

Banach Center

Geometric Set Theory - Part 2

Explore advanced concepts in geometric set theory, focusing on complex mathematical structures and their applications in topology and analysis.

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

Banach Center

Geometric Set Theory - Part 1

Explore fundamental concepts and principles of geometric set theory with insights from expert Jindrich Zapletal of the University of Florida.

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

Banach Center

Cubespaces and Homotopy Theory

Explore cubespaces and their connection to homotopy theory in this advanced mathematical lecture by Freddie Manners from UC San Diego.

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

Banach Center

The Ergodic Hierarchy of Mixing, van der Corput's Difference Theorem, and the Ergodic Theory of Noncommuting Operators

Explore advanced concepts in ergodic theory, including mixing hierarchies, van der Corput's theorem, and noncommuting operators, with insights from expert Sohail Farhangi.

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

Banach Center

The Contravariant Functoriality of Graph Algebras

Explore contravariant functoriality in graph algebras, delving into advanced mathematical concepts and their applications in algebraic structures.

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

Banach Center

The Covariant Functoriality of Graph Algebras

Explore covariant functoriality in graph algebras, delving into mathematical concepts and their applications in algebraic structures.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Banach Center

The K-Distribution of Random Graph C*-Algebras

Explore the K-distribution of random graph C*-algebras, delving into advanced mathematical concepts and their applications in algebraic structures.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Non-Invertible Symmetries, Boundary Conditions, and Topological Field Theory

Explore non-invertible symmetries and boundary conditions in quantum field theories, focusing on 1+1d conformal field theories and their applications in various physics phenomena.

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

Data Science Festival

Causal Inference in Python: From Theory to Practice

Explore causal inference in Python, moving beyond association to causation. Learn graphical causal models, do-calculus, and apply the causal data science pipeline to retail problems using DoWhy library.

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

Data Science Festival

Graphs Are Everywhere - Understanding Graph Databases and Social Graphs

Explore graph databases and their applications in social networks, analytics, and decision-making. Learn about their scalability, performance, and advantages over traditional databases for interconnected data.

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

Data Science Festival

Graph Machine Learning: Enhancing ML with Network Graphs and Embeddings

Explore graph-based machine learning techniques to enhance data analysis and uncover hidden relationships in your datasets. Learn to leverage network graphs for improved model performance.

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

Kavli Institute for Theoretical Physics

How Experiment and Theory Have Informed Each Other in Neuroscience - Past 25 Years

Explore the interplay between experiment and theory in neuroscience over 25 years with Nobel laureate John Hopfield, examining key developments and their impact on the field.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video