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Data testing and observability: Data Analytics course | Zoonk

37. Data testing and observability

Automate checks for schemas, freshness, volume, distribution shifts, broken joins, and metric anomalies. Set service expectations and alerts that help teams distinguish real incidents from harmless variation.

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