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Data pipelines and ETL (Extract, Transform, and Load) are essential concepts in data engineering. They are used to move data from one system to another, and to transform it into a format that can be used for analysis and reporting.
A data pipeline is a system that moves data from one place to another. It can be as simple as a script that copies data from one database to another, or as complex as a distributed system that processes data in real time.
ETL is a process that extracts data from one or more sources, transforms it into a format that can be used for analysis, and loads it into a target system. The three steps of ETL are:
There are many benefits to using data pipelines and ETL, including:
Data pipelines and ETL are essential tools for data engineers. They can be used to move data from one system to another, to transform it into a format that can be used for analysis, and to improve the quality, accessibility, and usability of data.
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