Graph Theory Courses and Certifications

IIT Kanpur;  IIT Patna;  NPTEL

Advanced Graph Theory

An advanced study of graph theory through matching, connectivity, coloring, planarity, and algorithmic problem solving for computer science applications.

• Swayam
• 8 weeks
• No Longer Offered
• Free Online Course

How Costly is Your Brain's Activity Pattern?

Explore how neural networks organize from cells to brain areas, examining network economy principles that govern brain function in health and disease through computational lens.

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

Going for Gold - The Mathematics of Sporting Glory

Discover the mathematical secrets behind athletic performance, from optimal running strategies to swimming techniques and cycling stability principles.

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

Natural Tilings: From Hard Rock to Soft Cells

Explore the mathematical principles behind nature's preference for curved edges and non-flat faces, from the Gömböc shape to applications in geology and biology.

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

Algebraic Curves - Curves in Affine Plane and the Projective Plane - Lecture 3

Explore algebraic curves in affine and projective planes through theorem proofs and examples from Oxford's advanced mathematics curriculum.

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

Graph Neural Networks - Architectures and Message Passing - Lecture 5

Explore graph neural networks, their connections to MLPs and CNNs, message passing algorithms, and theoretical limitations on expressive power with practical implications.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Chris Hay

Virtual Experts - Injecting Python into MoE Routing Inside GPT-OSS

Discover how to inject Python functions as virtual experts into MoE routing systems, enabling better arithmetic performance while reducing model size by half.

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

CppCon

Compiler Explorer - The Features You Never Knew Existed

Uncover hidden features of Compiler Explorer beyond assembly viewing: GPU compilation, multi-compiler testing, visualization tools, keyboard shortcuts, and infrastructure secrets.

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

Visual Studio Code

Subagents - Parallel Execution and Context Isolation

Master VS Code's subagents for parallel task execution and context isolation to optimize your development workflow with custom agents and model selection strategies.

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

Insights into Mathematics

The Pentagon and Numbers Games - A Dualization of the Mutation Game

Explore the Pentagon Game and Numbers Game, and their precise duality with mutation games on graphs.

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

Rob Mulla

Solving an Impossible Riddle with Code

Use Python simulations and graph loops to uncover the strategy behind the 100 prisoners riddle.

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

Devoxx

Leveraging Graphs for AI

Explore graph theory's role in AI, from data structures to machine learning, with practical examples and applications in analytics, algorithms, and neural networks.

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

Ryan O'Donnell

High-Dimensional Expanders - How I Learned to Stop Worrying and Love Group-Theoretic Constructions

A research talk on constructing high-dimensional expanders from Chevalley groups using spectral expansion and coset complexes.

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

Datamine Software

Drillhole Spacing Analysis Using Simulated Information for Grade Control Optimization

Explore drillhole spacing analysis using simulated data to optimize grade control drilling, minimize costs, and achieve indicated resources in mining operations.

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

SQLBits

Lessons Learned from Optimizing Enterprise Data Models

Discover tips and tricks for optimizing enterprise data models, reducing size, and meeting business needs when DirectQuery is the only option.

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