Graph Theory Courses

Brian McLogan

Graph Rational Functions - Rational Functions - Pre-Calculus

Learn to identify asymptotes and intercepts of rational functions, starting with reciprocal functions. Master graphing techniques and gain practical skills for analyzing complex mathematical relationships.

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

HandleBar3D

Electra Wheel Design Theory - Finding Form in Space - Part 1

Explore 3D wheel design theory using Alias Autostudio Pro, focusing on volume creation, sketching techniques, and form development for automotive applications.

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

Oracle

Graph-Charged Cybersecurity Intelligence

Explore Oracle's graph-powered cybersecurity intelligence system for real-time threat detection, featuring interactive visual interpretation for investigators to analyze machine learning model explanations.

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

Oracle

Learning on Graphs with Explainable Graph Neural Networks

Explore Oracle's graph machine learning advances, including graph neural networks and explainability, with applications in cybersecurity, healthcare, and retail using Graph Studio and PyPGX.

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

IEEE Signal Processing Society

Graph Signal Processing for Neuroimaging - When Anatomy Meets Activity

Explore brain imaging through graph signal processing, connecting anatomy and activity. Learn MRI techniques, brain graphs, and innovative analysis methods for neuroimaging data.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Robustness of Graph Neural Networks

Explore techniques to enhance robustness of Graph Neural Networks, including adaptive attacks, certificates, and collective reasoning. Learn strategies to improve model resilience in graph-based machine learning.

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

IEEE Signal Processing Society

Subgraph-Based Networks for Expressive, Efficient, and Domain-Independent Graph Learning

Explore advanced graph learning techniques using subgraph-based networks for expressive, efficient, and domain-independent applications in data science and signal processing.

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

IEEE Signal Processing Society

Single View and Multiview Signed Graph Learning - Applications to Gene Regulatory Network Inference

Explore graph learning techniques for gene regulatory network inference, focusing on single-view and multi-view approaches, their applications, and computational challenges in bioinformatics.

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

IEEE Signal Processing Society

Graph Constructions for Machine Learning Applications - New Insights and Algorithms

Explore graph constructions for machine learning, covering signal variation, sampling, and semisupervised learning. Gain insights into theoretical analysis and applications in deep learning geometry.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

Graph Neural Networks Are Dynamic Programmers

Explore how Graph Neural Networks function as dynamic programmers, bridging classical algorithms with neural approaches for optimal path finding and algorithmic reasoning.

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

IEEE Signal Processing Society

Modeling Physical Structure and Dynamics Using Graph-Based Machine Learning

Explore graph-based machine learning for modeling physical structures and dynamics, covering algorithms, architectures, simulations, and applications in various domains.

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

Association for Computing Machinery (ACM)

Game of Decoys - Optimal Decoy Routing Through Game Theory

Explore game theory's application to optimal decoy routing strategies, enhancing internet censorship circumvention through strategic placement and deployment of decoy routers.

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

Association for Computing Machinery (ACM)

Scalable Graph-based Bug Search for Firmware Images

Scalable graph-based approach for efficient bug detection in firmware images, improving vulnerability search speed and accuracy for IoT devices.

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

TipTut

Intro to Shape Theory - Basics for Beginners

Explore shape theory fundamentals and their real-world design applications, covering circles, squares, triangles, lines, and Gestalt principles for effective visual communication.

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

TipTut

Typography Theory - The Basics of Type - Basics for Beginners

Explore essential typography concepts, terminology, and font variations to enhance your design skills and create visually appealing text layouts.

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