Graph Theory Courses

NPTEL-NOC IITM

Introduction to Extreme Value Theory (EVT) and its Applications

1 rating

Discover Extreme Value Theory fundamentals and practical applications for analyzing rare events and statistical extremes in data analysis.

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

Wolfram

Neural Networks for Solving Partial Differential Equations - Theory and Applications

1 rating

Discover how neural networks revolutionize solving partial differential equations, focusing on advanced methodologies and applications in high-dimensional problems.

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

Simple Snippets

Fuzzy Logic and Fuzzy Set Theory - Concepts and Examples

1 rating

Discover fuzzy logic fundamentals, membership functions, and inference systems for AI applications in uncertain environments.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Aleksa Gordić - The AI Epiphany

ETA Prediction with Graph Neural Networks in Google Maps - Paper Explained

1 rating

Explore Graph Neural Networks for ETA prediction in Google Maps, covering graph formation, features, GNN architecture, loss functions, baselines, inference, and experimental results.

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

Computational Music Theory and Analysis - Spring 2023

1 rating

Explore computational approaches to music theory, analysis, and generation using algorithms, machine learning, and the music21 toolkit for symbolic music processing.

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

NPTEL;  IIT Madras

Literary Theory and Literary Criticism

1 rating

The course covers topics on Classical Theory, Romanticism, Realism and Naturalism, Marxism, Criticism, Structuralism, Psychoanalysis, Gender, and Queer Theory, Post Structuralism, Reader Response, and Reception, Post Colonialism, Semiotics, Film Studies…

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

Thorlabs

Optics 101 - Translating Theory into Practice

1 rating

Explore key optics concepts, from refraction to polarization. Learn about substrates, coatings, and common components. Gain practical insights into optical manufacturing limitations and industry applications.

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

Aladdin Persson

Graph Neural Networks- A Gentle Introduction

1 rating

Gentle introduction to Graph Neural Networks, covering key concepts, properties, and variants. Learn about graph representation, information propagation, and common tasks in this emerging field of machine learning.

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

Medicosis Perfectionalis

Atomic Theory, Atom, Subatomic Particles

1 rating

Explore atomic theory, structure, and subatomic particles. Learn about the periodic table and its significance in chemistry and physics.

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

Laith Academy

Neo4j - Graph Database Crash Course

1 rating

Comprehensive introduction to Neo4j graph database, covering querying, filtering, relationships, data aggregation, and CRUD operations. Ideal for beginners seeking hands-on experience with graph databases.

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

Traversy Media

Neo4j Graph Database & Cypher

1 rating

Learn Neo4j graph database and Cypher query language. Create nodes, relationships, labels, and properties. Explore installation, Cypher interface, querying, and relationship management in this concise tutorial.

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

Arvin Ash

Everything is a Spring - Understanding Quantum Field Theory

1 rating

Explore how quantum field theory models the universe as infinite oscillating springs, explaining particle behavior, interactions, and the fundamental nature of matter and energy.

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

International Centre for Theoretical Sciences

Effective Field Theory of Nuclear Physics - Lecture 6

1 rating

Explore advanced effective field theory applications in nuclear physics through systematic low-energy approaches and relevant degrees of freedom for nuclear systems.

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

5 Minutes Engineering

Theory of Computation - Complete Course

1 rating

Master fundamental concepts of automata theory, formal languages, and computational models through comprehensive coverage of DFA, NFA, PDA, and Turing machines with practical examples.

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

Marco Bucci

The Power of Light on Skin Colors: Color Theory for Artists

1 rating

Discover how light influences skin colors in art, from color theory basics to practical application techniques for creating realistic skin tones under different lighting conditions.

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