Category: Tutorials
Prompt patterns for data work
Good data prompts are contracts, not vibes. Part 3 of Practical AI for analytics people covers role, spec, output shape, and refuse rules, plus SQL-then-explain patterns that block…
Quality control and avoiding workslop
Part 6 of the Claude Cowork tutorial. Catch workslop before it ships: skim structure, check numbers and names, verify scope, then human sign-off. Auto mode screens risky actions;…
Dashboards vs single slides
Dashboards monitor change; single slides carry one decision. Learn the one-idea-per-view rule, a practical declutter checklist, and a worked redesign that splits a busy ops page into a…
Fine-tuning vs RAG
Fine-tuning changes how a model behaves; RAG fetches your documents at ask time. Learn when each helps, when to combine them, and why neither replaces data quality or…
Hosted open models vs download to your machine
Hosted open models and a download to your machine are different places for the same weights. This part splits Groq, Together, Fireworks, and chat UIs from Ollama, LM…
