Graph Theory Courses and Certifications

International Mathematical Union

Theory of Graph Neural Networks: Representation and Learning

Explore the theory behind Graph Neural Networks, covering approximation, learning properties, and connections to graph isomorphism, equivariant functions, and dynamic programming.

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

Insights into Mathematics

Geometric Graph Theory - Weyl Groups, Root Systems and Quadratic Forms

Explore geometric graph theory through the Mutation Game, examining root systems, Weyl groups, and quadratic forms. Discover how graphs generate unique geometrical structures and reflection groups.

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

Applied Algebraic Topology Network

Graph Reconstruction via Discrete Morse Theory

Explore graph reconstruction using discrete Morse theory, focusing on geometric graphs and density data. Learn about theoretical guarantees and applications in road network reconstruction.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Learn Basics of Data Structures & Algorithms in C++

355 ratings at Udemy

Covers Types & Search Algorithms with implementation in C++ & Analysis of Complexity with Interview Based Questions

• Udemy
• 3 hours 49 minutes
• Self-Paced
• Paid Course

Design of Experiments for Optimisation

347 ratings at Udemy

DoE using R: Response Surface Methodology, Lack-of-Fit, Central Composite Designs, Box-Behnken Designs

• Udemy
• 2 hours 59 minutes
• Self-Paced
• Paid Course

Python for Linear Regression in Machine Learning

335 ratings at Udemy

Linear and Non-Linear Regression, Lasso Ridge Regression, SHAP, LIME, Yellowbrick, Feature Selection | Outliers Removal

• Udemy
• 14 hours 36 minutes
• Self-Paced
• Paid Course

Fiverr & ChatGPT & AI Powered Freelancing Mega-Masterclass

321 ratings at Udemy

AI-Powered Freelance Mastery: ChatGPT, MidJourney, Canva for Copywriting, Video Editing, and Graphic Design on Fiverr

• Udemy
• 1 day 1 hour 26 minutes
• Self-Paced
• Paid Course

The Grey Wolf Optimizer

291 ratings at Udemy

Learn Inspirations, Theories, Mathematical Models, and Practical Applications of the Grey Wolf Optimizer

• Udemy
• 3 hours 13 minutes
• Self-Paced
• Paid Course

Python & TensorFlow: Deep Dive into Machine Learning

281 ratings at Udemy

Python & TensorFlow: The Roadmap to Deep Machine Learning Expertise

• Udemy
• 3 hours 2 minutes
• Self-Paced
• Paid Course

Social Network Analysis - A Beginner's Lab in R

Discover social network analysis fundamentals through hands-on R programming labs, covering network visualization, centrality measures, clustering, and data structures in just over 2 hours.

• YouTube
• 2 hours 15 minutes
• Self-Paced
• Free Video

Social Network Analysis - A Lab in R for Beginners

Explore social network analysis fundamentals through hands-on R programming labs covering centrality measures, clustering, and network visualization techniques.

• YouTube
• 2 hours 56 minutes
• Self-Paced
• Free Video

The Ultimate Beginners Guide to Genetic Algorithms in Python

260 ratings at Udemy

Implement genetic algorithms from scratch to solve real world problems!

• Udemy
• 4 hours 52 minutes
• Self-Paced
• Paid Course

Numerical Computations in MATLAB

258 ratings at Udemy

Including Root Finding, Linear Algebra, Curve Fitting, Numerical Integration, Differential Equations and Optimization

• Udemy
• 4 hours 26 minutes
• Self-Paced
• Free Online Course

Linked Lists with C

255 ratings at Udemy

Build a library for working with Linked Lists using the C programming language

• Udemy
• 4 hours 50 minutes
• Self-Paced
• Paid Course

Validation of Safety Critical Systems

Master mathematical validation techniques for autonomous systems using sampling methods, formal verification, and reachability analysis in safety-critical applications.

• YouTube
• 18 hours 50 minutes
• Self-Paced
• Free Video