Graph Theory Courses

Exploring the Microsoft Graph SDK

Discover Microsoft Graph SDK: Unified access to Microsoft 365 data. Learn setup, demos, token handling, API usage for reading info and sending emails, request customization, and versioning insights.

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

3Blue1Brown

Solving Wordle Using Information Theory

Explore information theory and entropy through the lens of solving Wordle, learning strategies to optimize guesses and improve game performance.

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

William Spaniel

Game Theory 101 - Chain Store Paradox

Explore the chain store paradox in game theory, analyzing how firms use price wars strategically to deter market entry and maximize profits across multiple markets.

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

William Spaniel

Will Covid Cause War or Peace? A Game Theory Investigation

Explore game theory's insights on COVID-19's impact on global conflict, analyzing bargaining dynamics, uncertainty, and unexpected consequences for international relations and peacekeeping efforts.

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

Ross Dynamics Lab

Hamilton-Jacobi Theory - Finding the Best Canonical Transformation + Examples

Explore Hamilton-Jacobi theory for optimal canonical transformations in Hamiltonian systems. Learn to solve the Hamilton-Jacobi equation and apply it to oscillators and central force problems.

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

Ross Dynamics Lab

Center Manifold Theory - Computing Center Manifolds

Explore center manifold theory for dynamical systems, focusing on computing and approximating center manifolds. Learn to analyze stability and dynamics near equilibrium points using Taylor series expansions and tangency conditions.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Ross Dynamics Lab

Stability of Periodic Orbits - Floquet Theory - Stable and Unstable Invariant Manifolds

Explore stability of periodic orbits using Floquet theory. Learn about monodromy matrices, Floquet multipliers, and invariant manifolds in Hamiltonian systems. Understand the foundations of chaos in dynamical systems.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.

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

Mathemaniac

Why You Can't Solve Quintic Equations - Galois Theory Approach

Explore the fascinating world of Galois theory and discover why quintic equations can't be solved using a formula, with insights accessible to math enthusiasts of all levels.

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

Symmetry and Group Theory

Explore molecular symmetry's role in chemistry, from determining properties to simplifying quantum mechanics. Learn group theory applications and spectroscopic selection rules.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Number Theory

Explore fundamental concepts in number theory, including perfect numbers, prime theorems, and Diophantine equations, to deepen your understanding of mathematical relationships.

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

Association for Computing Machinery (ACM)

Personas and Behavioral Theories - A Case Study Using Self-Determination Theory to Construct Overweight Personas

Explore how Self-Determination Theory enhances persona creation for designing a digital weight loss coach, offering insights into user motivation and behavior change.

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

IEEE

Dichotomy for Graph Homomorphisms with Complex Values on Bounded Degree Graphs

Explore complex-valued graph homomorphisms on bounded degree graphs, examining partition functions, dichotomy, and key theoretical concepts in computational complexity.

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

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