Graph Theory Courses

The Organic Chemistry Tutor

Crystal Field Theory

Introduction to crystal field theory, covering splitting diagrams, ligand fields, and magnetic properties of transition metal complexes. Explains high vs low spin configurations and their implications.

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

Mecharithm - Robotics and Mechatronics

Forward Kinematics in Robotics Using Screw Theory - Matlab Code & Great Demos

Learn forward kinematics using screw theory and product of exponentials formula. Explore applications on planar, UR5e, and SCARA robots with MATLAB demonstrations and practical examples.

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

TipTut

The Wave Principle - Basics for Beginners Animation Theory

Explore the wave principle in animation, focusing on S & Z shapes for natural movement in 2D and 3D. Learn applications for hair, waves, capes, and clothes.

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

GDC

Intrinsically Motivated Teams - Applying Self-Determination Theory

Explore how Self-Determination Theory can create high-performing, satisfied teams in game development, with insights from DeepMind's Alexandre Moufarek.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

GDC

Environment Design as Spatial Cinematography - Theory and Practice

Explore spatial cinematography in game design through GTA V Online examples, covering composition, depth, shapes, leading lines, and more for effective environment creation.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Simons Institute

What Does Machine Learning Offer Game Theory - And Vice Versa

Explore the intersection of machine learning and game theory, focusing on simplifying complex scenarios and building cooperative AI agents for real-world applications.

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

Simons Institute

Quantum Supremacy via Boson Sampling: Theory and Practice - Quantum Colloquium

Explore quantum supremacy via BosonSampling, comparing it to other quantum computing approaches and discussing recent advancements, challenges, and open theoretical problems in the field.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video