Graph Theory Courses

Devoxx

An Introduction to Residuality Theory

Explore a revolutionary software design theory that models systems as interconnected residues, using complexity science to manage uncertainty in complex business environments.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Devoxx

Cypher Sleuthing - Tips and Tricks for Querying a Graph Database

Explore graph database querying techniques, Cypher language essentials, and APOC library usage to optimize performance and avoid common pitfalls in graph data manipulation.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Open Data Science

Graph Embeddings - Ways Your AI Can Learn From Your Connected Data - Nicolas Rouyer

Explore five ways AI can leverage graph embeddings to extract insights from connected data, enhancing machine learning algorithms and unlocking hidden patterns in complex relationships.

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

International Centre for Theoretical Sciences

Introduction to Chromatic Homotopy Theory - Lecture 4

Explore chromatic homotopy theory's advanced concepts and applications in algebraic topology, building on previous lectures to deepen understanding of this complex mathematical field.

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

International Centre for Theoretical Sciences

Morava E-Theory - Prep 6

Explore Morava E-Theory in algebraic topology, connecting concepts from commutative algebra and modular representation theory. Gain insights into duality phenomena and classification problems in tensor-triangulated categories.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

ChariotSolutions

AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches

Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.

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

3Blue1Brown

Group Theory, Abstraction, and the 196,883-Dimensional Monster

Explore group theory, abstraction, and the fascinating 196,883-dimensional monster group in this engaging introduction to mathematical symmetry and classification.

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

3Blue1Brown

Euler's Formula with Introductory Group Theory

Intuitive exploration of Euler's formula using group theory concepts, providing a fresh perspective on the relationship between exponentials, complex numbers, and rotations.

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

Paul Hand

Theory of GANs for Compressed Sensing

Explore the theory of GAN priors in compressed sensing, covering key concepts, proofs, and optimization problems. Gain insights into visual representation and set restricted eigen value conditions.

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

Strange Loop Conference

Turn Your JSON into a Graph in 2 Lines

Explore Asami, an open-source graph database with flexible data structures, functional operations, and easy JSON-to-graph conversion. Learn its architecture and novel graph analysis capabilities.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Strange Loop Conference

Designing Cypher - A Graph Query Language

Explore the journey of designing Cypher, a graph query language for Neo4j. Learn about language design principles, implementation challenges, and lessons learned in creating a specialized yet expressive tool.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

Alan Turing Institute

AIUK 2022 Workshop - Raphtory: Real-Time Graph Analytics

Explore real-time graph analytics with Raphtory, covering social networks, time-based graphs, and advanced features like historical properties and query languages.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Deep Learning for Scientific Computing - Two Stories on the Gap Between Theory & Practice - Ben Adcock

Explores deep learning in scientific computing, highlighting limitations and recent theoretical advancements in high-dimensional function approximation and inverse problems for imaging, aiming to bridge the gap between theory and practice.

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

Alan Turing Institute

What Were You Thinking? Decision Theory as Coherence Test - Prof. Itzhak Gilboa

Explore decision theory as a coherence test, examining assumptions, Bayesian justification, and geometric interpretation. Gain insights into max mean expected utility and practical applications.

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

Alan Turing Institute

Theory and Methods Challenges in Counterfactual Prediction - Karla Diaz-Ordaz

Explore causal inference in AI prediction, enhancing algorithms with 'what if' capabilities for decision-making and fairness. Learn about counterfactual prediction challenges and methodologies.

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