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The data lifecycle (Generation → Storage → Ingestion → Transformation → Serving) is the essential framework.
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Capturing and moving data continuously in real-time or near-real-time. The data lifecycle (Generation → Storage → Ingestion
Operationalizing data by pumping it back into business applications (like Salesforce or HubSpot) to drive automated actions. The Undercurrents of Data Engineering Fundamentals of Data Engineering by Joe Reis PDF