AI Knowledge Map
map v2026-05-22-002See what you know.
Track what's missing.
The AI Knowledge Map covers concepts taught across all five tracks — from CUDA execution to agent reliability ops. Sign in, take short qualification tests, and watch the map light up as your knowledge grows.
- 1Browse the map below — every track, every concept.
- 2Take a 20-question test that picks where you have gaps.
- 3See your bands fill in: strong · partial · weak · untested.
Take the qualification test to see what you know.Sign in
StrongPartialWeakUntestedTrend chips use dashed borders.
GPU & CUDA
45 nodesExecution Model
module →Memory Access Patterns
module →Memory Hierarchy
module →Operator Fusion & FlashAttention
module →Roofline Model
module →Tensor Cores & Mixed Precision
module →Tiling & Matrix Multiply
module →Triton & torch.compile
module →LLM Internals
56 nodesSelf-Attention
module →Batching
module →Embeddings
module →Text Generation
module →KV Cache
module →Paged Attention
module →Quantization
module →Tokenization
module →Transformer Block
module →Trends