Building End-to-End Data Pipelines: From Data Ingestion to Analysis
KDnuggets
JULY 15, 2025
Its key goals are to ensure data quality, consistency, and usability and align data with analytical models or reporting needs. It may also be sent directly to dashboards, APIs, or ML models. How fresh or real-time does the data need to be? What tools and data models best fit our requirements?
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