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In the age associated with big data, companies are increasingly depending on structured, organized, plus reliable data to drive decision-making, improve consumer experiences, and keep competitive. At typically the heart with this change lies data engineering, a field focused on designing, building, in addition to maintaining the systems and pipelines of which enable data in order to flow seamlessly through raw sources to actionable insights. This informative article explores the essential processes involved in data e