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Analytics · Tutorials · 10 min read

Orchestration in one metaphor

Orchestration is kitchen management for data: schedules, dependencies, and retries. Learn the Airflow and dbt mental models so broken morning numbers point to a clear task, not a vague dashboard crisis for your whole team.

AI, Tutorials
August 28, 2026
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…
AI, Tutorials
August 28, 2026
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…
Analytics, Tutorials
August 28, 2026
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…
Key Terms, Tutorials
August 28, 2026
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…