Graph Theory Courses

Compilers: Theory and Practice

This course teaches the theory and practice behind building compilers for higher level programming languages.

• Udacity
• 16 hours
• On-Demand
• Free Online Course

Terrorism and Counterterrorism: Comparing Theory and Practice

24 reviews

First it focuses on the essence of terrorism as an instrument to achieve certain goals, in addition to an exploration of this phenomenon and the difficulties in defining it. The second part provides an overview of the state of the art in (counter) terro…

• Coursera
• 18 hours 1 minute
• On-Demand
• Paid Course

• Best of All Time

MedAI- Graph-Based Modeling in Computational Pathology - Siyi Tang

1 review

Explore graph-based modeling in computational pathology, focusing on cellular interactions and spatial structures in whole slide images using graph neural networks for biomarker discovery and workflow automation.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Graph Search, Shortest Paths, and Data Structures

1997 ratings at Coursera

Explore data structures, graph algorithms, and their applications in computer science, from search techniques to social network analysis.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Paid Course

Introduction to the Theory of Computing - Stanford

Explore fundamental concepts of theoretical computer science, including automata, computability, and complexity theory, with practical applications and algorithmic fairness.

• YouTube
• 20 hours
• 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

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

Data Compression - Theory and Applications

Master data compression theory and applications, from lossless techniques like Huffman coding to lossy methods including JPEG and modern ML approaches for efficient information representation.

• YouTube
• 23 hours 42 minutes
• On-Demand
• Free Video

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

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)

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

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