Graph Theory Courses

Klonusk

A Brief History of Atomic Models - From Democritus to Quantum Theory

1 rating

Explore the evolution of atomic theory from ancient philosophy to quantum mechanics, covering key models and experiments that shaped our understanding of matter's fundamental structure.

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

Bureau of Economic Geology

The Origin of Modern Atolls: Challenging Darwin's Deeply Ingrained Theory

1 rating

Explore the evolution of atoll formation theories, challenging Darwin's model with new insights on Quaternary glaciations, karst processes, and sea-level fluctuations in reef development.

• YouTube
• 1 hour 14 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

Valerio Velardo - The Sound of AI

Music Theory Concepts for Melody Generation

1 rating

Explore essential music theory concepts for encoding melodies and training neural networks in AI-driven music generation, focusing on key elements like pitch notation, time signatures, and scales.

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

Optics Theory and Methods

1 rating

Master the fundamentals of ophthalmic conditions and their treatments, from myopia and hyperopia to astigmatism and anisometropia, while developing practical clinical skills for vision health care.

• XuetangX
• Self-Paced
• Free Online Course

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

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

Discover AI

Graph Diffusion Transformer - CoPHo for Conditional Topology Generation with Persistent Homology

1 rating

Discover how CoPHo solves generative AI's graph theory problem by using persistent homology to "sculpt" stable network structures instead of chaotic "hairballs."

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

NPTEL;  IIT Guwahati

Introduction to Political Theory

1 rating

Explore key political concepts like liberty, equality, justice, power, and democracy. Analyze various theories and ideologies, examining their implications for citizenship, governance, and contemporary issues.

• YouTube
• 1 day 2 hours
• Self-Paced
• Free Video

NPTEL;  IISc Bangalore

Advanced Matrix Theory and Linear Algebra for Engineers

1 rating

Comprehensive exploration of advanced linear algebra concepts for engineers, covering vector spaces, transformations, orthogonality, diagonalization, and singular value decomposition.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

NPTEL;  IIT Delhi

Circuit Theory

1 rating

Comprehensive exploration of circuit theory, covering network analysis, responses, theorems, functions, tuned circuits, two-port networks, realizability, and synthesis techniques for various network types.

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

Oil/Acrylic Painting Techniques and Color Theory

1560 ratings at Udemy

These oil and acrylic painting lessons follow step by step procedures for painting techniques and color theory

• Udemy
• 2 hours 46 minutes
• Self-Paced
• Free Online Course

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

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

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