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Sudarshan Pal
Data Engineer @Quant... • 1y
The Data engineering life cycle has the following 5 stages Generation: This is where data is created. Think of it as information being born. It can come from various sources like e-commerce sites, weather sensors, or even your favourite video games scores. Storage: This stage is all about saving data in a secure place, such as big databases or cloud storage, so it can be easily accessed later. Ingestion: Ingestion is like gathering all the data from different places and putting it into one big bucket. This stage involves taking data from various sources and moving it into a central storage system where it can be processed. Transformation: It involves cleaning and organizing the data, removing errors, joining multiple tables, removing duplicates, applying business rules, and converting it into a useful format. Serving Data: This stage ensures that data is easy to access and use, whether it's for creating reports, running apps, or making decisions.
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