Phase 8 · Data Cleaning & Wrangling

Topics

ETL Basics (Extract, Transform, Load)

Part of the Data Analyst Roadmap.

Summary

The standard pattern for moving data from a source system into an analysis-ready destination — extracting raw data, transforming/cleaning it, then loading it somewhere queryable.

How to Learn This

  • 1Diagram a simple ETL flow for a dataset you've worked with.
  • 2Learn the difference between ETL and the increasingly common ELT (load first, transform after).
  • 3Understand where this connects to the data warehouses covered in Phase 13.
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