Graph Theory Courses and Certifications

Operations Analytics

6 ratings

Learn to transform data into profitable decisions using analytics. Model uncertainties, predict outcomes, and choose optimal actions in various business settings using quantitative methods and software.

• Coursera
• 12 hours 19 minutes
• Self-Paced
• Paid Course

Fundamentals of Quantitative Modeling

5 ratings

Aprenda a criar modelos quantitativos para análise de dados empresariais, incluindo modelos lineares, probabilísticos e de regressão. Domine técnicas essenciais para previsão, otimização e tomada de decisões baseadas em dados.

• Coursera
• 9 hours 33 minutes
• Self-Paced
• Paid Course

Calculus: Single Variable Part 2 - Differentiation

5 ratings

Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat.

• Coursera
• 10 hours
• Self-Paced
• Paid Course

Principles of Computing (Part 2)

16 ratings

Explore computational principles, data structures, recursion, and algorithmic thinking through hands-on Python projects, preparing you for advanced problem-solving in computer science.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Algorithmic Thinking (Part 1)

15 ratings

Explore algorithmic efficiency and graph theory, implementing key algorithms in Python to analyze real-world data sets. Develop problem-solving skills beyond specific programming languages.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

63536 ratings at Coursera

Enhance deep learning skills: master hyperparameter tuning, regularization, optimization, and TensorFlow implementation for improved neural network performance and systematic results generation.

• Coursera
• 23 hours 35 minutes
• Self-Paced
• Paid Course

Institute for Advanced Study

Representational Power of Graph Neural Networks - Stefanie Jegelka

Explore the representational power of Graph Neural Networks, focusing on message passing, aggregation operations, and their impact on network structure and reasoning tasks.

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

Simple Snippets

Graph Traversal Techniques - Breadth First Search vs Depth First Search

Explore graph traversal techniques: BFS for level-wise exploration and DFS for deep path exploration. Learn implementation steps, applications, and differences between these fundamental algorithms.

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

Wrath of Math

Double Factorial: Introduction to the Alternate Factorial

Explore the double factorial (!!), its unique properties, and applications in graph theory. Discover how this alternate factorial notation skips every other number while respecting parity.

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

Alan Turing Institute

A Gentle Introduction to Network Science - Dr Renaud Lambiotte, University of Oxford

Explore key properties and modeling tools for real-life networked systems across various domains, from biology to sociology, with Dr. Renaud Lambiotte's comprehensive overview of network science.

• YouTube
• 1 hour 41 minutes
• Self-Paced
• Free Video

Discover AI

In-Context Learning Over Graphs for Large Language Models - PRODIGY Method

Explore PRODIGY, Stanford's innovative approach to graph machine learning that enables in-context learning for classification tasks on unseen graphs, advancing LLM reasoning capabilities.

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

NPTEL-NOC IITM

State Space Search: Problem-Solving Approaches and Examples

Explore problem-solving techniques through state space search, from simple puzzles to complex real-world scenarios.

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

Insights into Mathematics

The Graceful Tree Conjecture - Famous Math Problems

Explore the Graceful Tree Conjecture in graph theory, learning about vertex labeling, graceful graphs, and evidence supporting this famous mathematical problem.

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

Insights into Mathematics

More on Graphs and Euler's Formula in Algebraic Topology - Lecture 10

Explores applications of Euler's formula in planar graphs, including complete and bipartite graphs, Five neighbours theorem, Six colouring theorem, and Pick's formula for computing areas of integral polygonal figures.

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

Reducible

A* Search: How Map Applications Find Shortest Routes

Explore A* search algorithm for optimal route finding, comparing greedy and uniform cost approaches. Learn how modern mapping apps balance efficiency and accuracy.

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