Cheat Sheets
At-a-glance one-pagers that distill dense AI & ML topics into scannable visuals — formulas, decision trees, and quick-reference tables you can keep open while you build.
Transformer Architecture Cheat Sheet
The transformer stack at a glance — embeddings, attention, feed-forward blocks, and the shapes that flow between them.
Open sheetPrompt Engineering Cheat Sheet
The prompting patterns worth reaching for — zero-shot, few-shot, chain-of-thought, and when each one earns its tokens.
Open sheetML Evaluation Metrics Cheat Sheet
Which metric to trust for which problem — classification, regression, ranking, and generation, plus the traps in each.
Open sheet