article thumbnail

What is ETL Pipeline? Process, Considerations, and Examples

ProjectPro

ETL (Extract, Transform, and Load) Pipeline involves data extraction from multiple sources like transaction databases, APIs, or other business systems, transforming it, and loading it into a cloud-hosted database or a cloud data warehouse for deeper analytics and business intelligence.

Process 52
article thumbnail

61 Data Observability Use Cases From Real Data Teams

Monte Carlo

Oftentimes these ETL systems come under considerable pressure as all of your stakeholders want to look at every metric a million different ways with sub second latency. For a real Monte Carlo example, one of our production models makes use of a “seconds since last metadata refresh” feature.

Data 52
article thumbnail

61 Data Observability Use Cases That Aren’t Totally Made Up

Monte Carlo

Oftentimes these ETL systems come under considerable pressure as all of your stakeholders want to look at every metric a million different ways with sub second latency. For a real Monte Carlo example, one of our production models makes use of a “seconds since last metadata refresh” feature.