Foundations of
Structured Learning Paths
Start with the computer, then methods, then current systems. Counts on this page come from the live catalog.
Computer Fundamentals
Level 0, hardware-first: what a computer is, chips and power, memory, networks, sensors, then models.
- What Is a Computer?
- Chips, Power, and Heat
- Memory and Storage
- Hardware, Software, and Models
Foundations
AI as a category of systems, how to use tools carefully, history, and what intelligence claims do and do not mean.
- What is AI?
- How to Use AI
- History of AI
- What is Intelligence?
Architectures
Neural architectures used in modern systems: vision models, sequence models, transformers, and language models.
- CNNs & Computer Vision
- Transformers
- Large Language Models
- Diffusion Models
Interactive Visualizations
Explore algorithms and architectures through hands-on demonstrations.
Neural Network Visualizer
Watch data flow through neural networks in real-time. Adjust weights, see activations.
Attention Mechanism
Explore how transformers pay attention to different words. The core of modern LLMs.
Gradient Descent
Watch optimization happen live. See how neural networks find their way downhill.
Knowledge Graph
Explore connections between AI concepts in an interactive 3D knowledge map.
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