Graph Theory Courses

Black Hat

Breaking the Attack Graph - How to Leverage Graphs to Strengthen Security in a Domain Environment

Explore how defenders can leverage graph-based thinking to strengthen security in domain environments, adapting to sophisticated attackers and enhancing prevention, detection, and investigation strategies.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Reducible

Huffman Codes - An Information Theory Perspective

Explore the evolution of data compression algorithms, from information theory principles to Huffman's groundbreaking discovery, with practical examples and implementation insights.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Meta

Exploring the Power of the Places Graph

Explore the Places Graph: Access data on 140M+ global locations to create location-aware app experiences, powering apps like Facebook and Instagram.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Meta

Building Open Graph into Native Mobile Apps

Learn to integrate Open Graph actions in mobile apps using Native Share Dialog and Object API, enhancing user engagement and social sharing capabilities.

• YouTube
• 45 minutes
• On-Demand
• Free Video

ChariotSolutions

AI: A Return to Meaning - From Theory-Driven to Data-Driven Approaches

Explore AI's evolution from theory-driven to data-driven approaches, examining Watson's development and the future of machine learning, reasoning, and natural language understanding.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

3Blue1Brown

Group Theory, Abstraction, and the 196,883-Dimensional Monster

Explore group theory, abstraction, and the fascinating 196,883-dimensional monster group in this engaging introduction to mathematical symmetry and classification.

• YouTube
• 22 minutes
• On-Demand
• Free Video

3Blue1Brown

Euler's Formula with Introductory Group Theory

Intuitive exploration of Euler's formula using group theory concepts, providing a fresh perspective on the relationship between exponentials, complex numbers, and rotations.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Drawing & Painting - The Virtual Instructor

Basic Color Theory Through Oil Pastels

Explore color theory fundamentals using oil pastels, covering the color wheel, mixing, value, intensity, and harmonies for a solid foundation in artistic color application.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Drawing & Painting - The Virtual Instructor

Color Theory and Mixing - Creating a Color Wheel with Warm and Cool Primaries

Explore color theory and mixing techniques with artists Matt Fussell and Ashley Hurst. Learn to create a color wheel, understand color relationships, and mix any desired color using warm and cool primaries.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Paul Hand

Theory of GANs for Compressed Sensing

Explore the theory of GAN priors in compressed sensing, covering key concepts, proofs, and optimization problems. Gain insights into visual representation and set restricted eigen value conditions.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Brian McLogan

Graph Rational Functions - Rational Functions - Pre-Calculus

Learn to identify asymptotes and intercepts of rational functions, starting with reciprocal functions. Master graphing techniques and gain practical skills for analyzing complex mathematical relationships.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

School of Motion

Graph Editor - Perfect Ball Bounce - Animation in After Effects

Master the graph editor in After Effects to create realistic ball bounce animations. Learn timing, spacing, and advanced techniques for smooth, professional-looking motion graphics.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Yacine Mahdid

Shannon Entropy from Theory to Python

Learn to quantify information in sequences using Shannon Entropy. Explore the theory, formula, and Python implementation of this powerful information theory metric for data analysis and comparison.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Yacine Mahdid

Neural Style Transfer - From Theory to Pytorch Implementation

Explore neural style transfer using PyTorch, from theory to implementation. Learn to manipulate photos with deep neural networks, creating stunning AI-generated artwork.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Steve Brunton

Control Theory and COVID-19 - Control Design

Exploring COVID-19 control strategies using control theory principles, including model predictive control, robustness, and addressing time delays in pandemic management.

• YouTube
• 23 minutes
• On-Demand
• Free Video