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ETL and ELT in PostgreSQL

ETL and ELT in PostgreSQL

38mBeginner2022-09-26

Authors

Sarah Conway Schnurr

Sarah Conway Schnurr

Open-Source Tech Evangelist, Software Engineer, Website Developer

Course details

If you’ve done any work at all with data, you’ve likely encountered many different situations where data needs to be transferred to another location or changed in some way before it can be used. Whether you need to meet security and compliance requirements, provide data insights, or make calculations or translations, some combination of ETL and ELT can be used to get the desired end result. In this course, Sarah Conway provides a high-level overview of ETL (extract, transform, load) and ELT (extract, load, transform) processes. Sarah discusses fundamental differences between ETL and ELT, and describes each step of the processes separately. She also shows demos of various processes in PostgreSQL that would be common for real-world use cases and provides advice on how to decide how to structure your data pipeline for success.

Skills covered

PostgreSQLData EngineeringDatabase DevelopmentDatabase ManagementData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOpen SourceSoftware DevelopmentOne-Off

Concepts

0. Introduction

  • 01 - Introduction to ETL and ELT in PostgreSQL
  • 02 - What you should know

1. Data Pipelines

  • 03 - Extract, transform, load (ETL)
  • 04 - Extract, load, transform (ELT)

2. Extract

  • 05 - Extraction methods
  • 06 - Extraction tooling

3. Transform

  • 07 - Data transformations
  • 08 - SQL transformations

4. Load

  • 09 - Loading methods
  • 10 - Load tooling

Conclusion

  • 11 - Next steps

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