Skip to content

Portfolio
Wiki
Writing
Books

Menu

Portfolio
Wiki
Writing
Books

Foundations
Linear Algebra
Calculus
- Calculus — Differentiation
- Calculus — Multivariable Calculus
Probability
Statistics
- Statistics — Estimation
- Statistics — Inference and Experimental Design
Optimization
Information and Computation

Computer Science

Algorithms and Data Structures
Theory of Computation

Computer Architecture
Operating Systems
Concurrency
Networking
Databases
Distributed Systems
Compilers
Performance Engineering
- Performance Measurement
- Profiling and Observability

Machine Learning

Classical Machine Learning
Neural Networks
Transformers and Language Models
Reinforcement Learning

GPU Computing
Runtimes and Frameworks
- Tensor Runtimes
- Automatic-Differentiation Systems
ML Compilers
- ML Compiler Foundations
- Graph Optimization and Kernel Fusion
Training at Scale
- Distributed Training
- Training Parallelism
Inference
Efficiency

Fundamentals
Modeling
Sculpting
Texturing
Lighting
Rendering
Animation
Game Art

Digital & Illustration

Fundamentals
Drawing
Digital Painting
Design
Visual Development

Practice & Fundamentals

Process
Career

Wiki
/
3D & Animation

3D & Animation

Fundamentals3 chapters, 1 published
Modeling4 chapters
Sculpting3 chapters
Texturing4 chapters
Lighting4 chapters
Rendering4 chapters
Animation4 chapters
Game Art4 chapters

Ethan Hammar·LinkedIn·RSS