Data & Datasets
ETL Pipeline
ETL
Data & Datasets· Intermediate
Definition
Extract, Transform, Load — the process of pulling data from source systems, transforming it into the required format, and loading it into a target store. The backbone of enterprise data infrastructure. Modern AI pipelines extend ETL with embedding generation, chunking, and vector indexing steps.
Enterprise Context
Every enterprise AI system depends on well-designed ETL pipelines. Poor ETL is the leading cause of AI project failures — garbage in, garbage out applies at enterprise scale.
Tags
#infrastructure#data-engineering#pipeline
MS
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