Graph Theory Courses

Stanford Seminar - Applying Theory to Practice and Practice to Theory

Explore the synergy between theoretical concepts and practical applications in computer science, emphasizing collaboration and innovative problem-solving techniques.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Extending the Theory of ML for Human-Centric Applications

Exploring ML challenges in real-world applications, focusing on data manipulation, multi-objective optimization, and robustness in dynamic environments with human-centric considerations.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Information Theory of Deep Learning - Naftali Tishby

Explores the connection between deep learning and information theory, offering new insights into neural network design, generalization, and optimization through an information bottleneck framework.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Graph Analysis of Russian Twitter Trolls Using Neo4j

Explore graph analysis of Russian Twitter trolls using Neo4j. Learn about data collection, NLP, graph algorithms, and visualization techniques to uncover social media influence patterns.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Welcome to Game Theory

16 reviews

Explore game theory's key concepts like equilibrium and rationality, and their applications across disciplines. Gain a conceptual understanding of strategic decision-making in various contexts.

• Coursera
• 20 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Theory of City Form

3 reviews

This course covers theories about the form that settlements should take and attempts a distinction between descriptive and normative theory by examining examples of various theories of city form over time.

• MIT OpenCourseWare
• 35 hours
• On-Demand
• Free Video

Finance Theory I

This course introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

• MIT OpenCourseWare
• 25 hours
• On-Demand
• Free Video

Classical Sociological Theory

13 reviews

Explore influential sociological theories from Marx, Weber, and Durkheim. Analyze classical concepts still relevant today, diving deep into complex texts and ideas that shaped modern social science.

• Coursera
• 12 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Stanford;  The University of British Columbia

Game Theory II: Advanced Applications

10 reviews

Explore advanced game theory concepts including social choice, mechanism design, and auctions. Learn to design strategic interactions for optimal social outcomes in various scenarios.

• Coursera
• 17 hours
• On-Demand
• Free Online Course (Audit)

Queuing Theory: from Markov Chains to Multi-Server Systems

13 reviews

Learn key mathematical tools necessary to anticipate the performance levels of queueing systems and understand the behavior of other systems that evolve randomly over time.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

String Theory and Holographic Duality

1 review

This course focuses on holographic duality as a novel method of approaching and connecting a range of diverse subjects, including quantum gravity / black holes, QCD at extreme conditions, exotic condensed matter systems, and quantum information.

• MIT OpenCourseWare
• 38 hours
• On-Demand
• Free Video

Graph Analytics for Big Data

6 reviews

Explore graph analytics techniques to model, store, and analyze network structures using tools like Neo4j. Learn to apply these skills to real-world data problems and gain insights from complex datasets.

• Coursera
• 11 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Applied Social Network Analysis in Python

2703 ratings at Coursera

Explore network analysis using NetworkX, covering connectivity, centrality, and network evolution. Learn to model real-world phenomena as networks and apply analysis techniques to various datasets.

• Coursera
• 1 day 2 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Effective Field Theory

Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

• MIT OpenCourseWare
• 36 hours
• On-Demand
• Free Video