Graph Theory Courses

GOTO Conferences

Robot DJs - Better Spotify Playlists through Music Theory and Discrete Optimization

Explore music theory and discrete optimization to create better Spotify playlists. Learn how to teach computers playlist-making rules and build algorithms for generating cohesive, mood-setting song collections.

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

GOTO Conferences

Handling Billions of Edges in a Graph Database

Explore techniques for managing massive graph databases with billions of edges, focusing on scalability, performance optimization, and efficient data handling in complex network structures.

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

GOTO Conferences

Computing Professional Identity for the Economic Graph

Explore LinkedIn's Economic Graph: mapping connections between professionals, companies, jobs, skills, and knowledge to revolutionize the global workforce landscape.

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

GOTO Conferences

Let Me Graph That For You

Explore graph databases for modeling complex, connected data. Learn about Cypher query language, fraud analysis, and path-based operations through real-world examples.

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

Devoxx

Fighting Fraud with Graph Databases

Explore graph databases for fraud detection in social security, featuring real-world examples and comparisons with traditional SQL databases. Learn implementation techniques and data quality considerations.

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

Devoxx

Connect and Give Sense to Your Big Data with Apache TinkerPop and Graph Databases

Explore property graphs, Apache TinkerPop, and Gremlin query language to extract and discover relationships in connected data. Compare Gremlin queries with SQL and functional code equivalents.

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

Devoxx

Graph-based ML for Automated Health Care Services

Leveraging graph-based machine learning and healthcare data to predict patient diagnoses in critical care units, showcasing the potential of automated healthcare through advanced ML techniques.

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

Security BSides San Francisco

Should I Pay or Should I Go? Game Theory and Ransomware

Explore game theory concepts applied to ransomware decision-making, analyzing incentives, payoffs, and rational choices to understand the complexities of cybersecurity responses.

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

Black Hat

Big Game Theory Hunting - The Peculiarities of Human Behavior in the InfoSec Game

Explore behavioral game theory in cybersecurity, examining human decision-making and its impact on defense strategies. Learn how empirical observations challenge traditional assumptions about rational behavior in InfoSec.

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

LASCON

DSOMM from Theory to Enforcement - Applying Security in Cloud Native Environments

Explore DevSecOps Maturity Model implementation using open-source tools. Live demos showcase practical application of security controls across DSOMM stages for cloud-native environments.

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

Michael Penn

An Algebra for String Theory - The Virasoro Algebra

Explore the Virasoro algebra, a fundamental concept in string theory, and its applications in theoretical physics and mathematics.

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

Michael Penn

Difference at Distance 1 - Number Theory

Explore number theory concepts focusing on difference 2 at distance 1, with examples, proofs, and generating functions to deepen understanding of this mathematical topic.

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

Michael Penn

Ramanujan's Famous Mod 5 Congruence - Number Theory

Explore Ramanujan's famous (mod 5) congruence in number theory, delving into its mathematical significance and applications. Gain insights into this intriguing concept through clear explanations and examples.

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

Michael Penn

Ramanujan's Theta Functions - Number Theory

Explore Ramanujan's theta functions in number theory, delving into their properties, applications, and significance in mathematical research and problem-solving.

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

Michael Penn

Introduction to Product-Sum Identities - Number Theory

Explore fundamental concepts of product-sum identities in number theory, learning key techniques for solving mathematical problems and understanding their applications.

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