Data freshness
Data freshness shows up across 2 courses in 1 layerof the data platform stack. Here's where it's taught, a free way to practice it, and what to learn next.
Where it's taught
Orchestration & Pipelines
Pipeline Quality vs Data Quality
Pipeline health and data health are independent axes. Learn to tell the difference between 'the job ran' and 'the data is right', and which one belongs on which dashboard.
6 ch · 1h 17m
1 freeFreshness and SLA
Freshness is a contract, not a metric. SLA, SLO, and SLI untangled, the cheap way to measure freshness, lineage-aware alerting that routes the root cause, page severity that protects your engineers, and the owner metadata and runbooks that make on-call survivable.
7 ch · 1h 20m
1 freeRelated topics
Start learning data freshness free
The first chapter of every course is free to read — no account needed.