Graph Theory Courses

Child Protection: Children's Rights in Theory and Practice

6 ratings

Learn how to protect children from violence, exploitation, and neglect through law, policy, and practice in a human rights framework.

• edX
• 16 weeks, 2-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Terrorism and Counterterrorism: Comparing Theory and Practice

25 ratings

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
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

Graph Search, Shortest Paths, and Data Structures

2001 ratings at Coursera

Apply breadth-first and depth-first search, strong components, and Dijkstra's shortest-path algorithm, then build heaps, balanced binary search trees, hash tables, and bloom filters.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Fundamental Lessons From String Theory

2 ratings

Explore what physicists have learned since string theory's inception, including how black hole entropy can be calculated in the language of strings.

• World Science U
• Self-Paced
• Free Certificate

Compilers: Theory and Practice

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

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

Databases: Modeling and Theory

6 ratings at edX

This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original "Databa

• edX
• 2 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Introduction to the Theory of Computing - Stanford

A proof-driven tour from finite automata and Turing machines to undecidability, computational complexity, and algorithmic fairness.

• YouTube
• 20 hours
• Self-Paced
• Free Video

Information Theory of Deep Learning - Naftali Tishby

Explains deep neural network learning through the Information Bottleneck, linking input compression and mutual information to generalization and accuracy.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Graph Analysis of Russian Twitter Trolls Using Neo4j

Reconstructs part of a removed Twitter troll network and uses graph algorithms and visualization to trace how its accounts spread fake news.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Data Compression - Theory and Applications

Bridges compression theory with hands-on implementation, showing how entropy coding and rate-distortion ideas shape modern image and video codecs.

• YouTube
• 23 hours 42 minutes
• Self-Paced
• Free Video

Welcome to Game Theory

16 ratings

Learn game theory with minimal math: model social problems as games, work through Nash equilibrium and mixed strategies, and see how repetition and reputation sustain cooperation.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Applied Social Network Analysis in Python

2729 ratings at Coursera

Model real-world phenomena as networks: measure connectivity, centrality with degree, closeness, betweenness and PageRank, and study network evolution and link prediction using NetworkX.

• Coursera
• 4 weeks, 7 hours a week
• Self-Paced
• Paid Course

Stanford;  The University of British Columbia

Game Theory II: Advanced Applications

10 ratings

Design interactions between self-interested agents: apply social choice theory, Arrow's Theorem, mechanism design, Vickrey-Clarke-Groves mechanisms, and auction theory to achieve good social outcomes.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Graph RAG with LangChain and Neo4j

125 ratings at DataCamp

Level-Up Your RAG Applications with GraphsAre you bored of vectors, embeddings, and vector RAG applications yet?

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Graph Database Fundamentals

8 ratings at Corporate Finance Institute

Graph database structures are useful when the relationships between data are as meaningful and complex as the data itself

• Corporate Finance Institute
• 2 hours 28 minutes
• Self-Paced
• Paid Course