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  2. Extract, Transform, Load (ETL) is a three-phase process in computing where data is:
    1. Extracted from an input source.
    2. Transformed (including cleaning).
    3. Loaded into an output data container1.
    An alternative approach is Extract, Load, Transform (ELT), where data is not transformed on entry to the data lake, but stored in its original raw format, enabling faster loading times2.
    Learn more:
    In computing, extract, transform, load (ETL) is a three-phase process where data is extracted from an input source, transformed (including cleaning), and loaded into an output data container. The data can be collated from one or more sources and it can also be output to one or more destinations.

    Extract, transform, load - Wikipedia

    en.wikipedia.org/wiki/Extract,_transform,_load
    Extract, load, transform (ELT) is an alternative to extract, transform, load (ETL) used with data lake implementations. In contrast to ETL, in ELT models the data is not transformed on entry to the data lake, but stored in its original raw format. This enables faster loading times.

    Extract, load, transform - Wikipedia

    en.wikipedia.org/wiki/Extract,_load,_transform
     
  3. People also ask
    What is ETL (Extract Transform Load) process?ETL (extract, transform, load) process consolidates data from multiple databases and sources into a single repository for data analysis and data consistency.

    What is ETL (Extract, Transform, Load)? | Snowflake

    snowflake.com
    What is data extraction?During data extraction, data is copied or exported from source locations to a staging area. The data set can consist of many data types and come from virtually any structured or unstructured source, including but not limited to: That said, it is more typically used with unstructured data.

    What Is Extract, Load, Transform (ELT)? | IBM

    ibm.com
    What is the difference between ELT and Extract Transform Load?Unlike the traditional Extract, Transform, Load (ETL) process, where transformations are performed before the data is loaded into the data warehouse, in ELT, transformations are performed after the data is loaded. This means that the data warehouse must be capable of handling more complex transformations and querying, often on unstructured data.

    What is ELT (Extract, Load, Transform)? A Beginner’s Guide - IBM

    ibm.com
    What is the difference between extract and transform?Extract means to take data out of one or many databases. Transform means to change the data however you need it changed to suit the needs of your business. Load means to put it in the target database. a database doesn't have to be the source or target. unorganized flat files, web data stream or any pile of data can be the source.

    What is Extract/Transform/Load (ETL)? - Stack Overflow

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    Wikipedia
    https://en.wikipedia.org/wiki/Extract,_transform,_load

    Extract, transform, load - Wikipedia

    In computing, extract, transform, load (ETL) is a three-phase process where data is extracted from an input source, transformed (including cleaning), and loaded into an output data container. The data can be collated from one or more sources and it can also be output to one or more destinations. ETL … See more

    Extract

    ETL processing involves extracting the data from the source system(s). In many cases, this represents the most important aspect of ETL, since … See more

    Transform

    In the data transformation stage, a series of rules or functions are applied to the extracted data in order to prepare it for loading into the end … See more

    Real-life ETL cycle

    The typical real-life ETL cycle consists of the following execution steps:
    1. Cycle initiation
    2. See more

    Performance

    ETL vendors benchmark their record-systems at multiple TB (terabytes) per hour (or ~1 GB per second) using powerful servers with multiple CPUs, multiple hard drives, multiple … See more

    Overview image
    Load

    The load phase loads the data into the end target, which can be any data store including a simple delimited flat file or a data warehouse. Depending on the requirements of the organization, this process varies widely. Some data warehouses may … See more

    Challenges

    ETL processes can involve considerable complexity, and significant operational problems can occur with improperly designed ETL … See more

    Parallel processing

    A recent development in ETL software is the implementation of parallel processing. It has enabled a number of methods to improve overall … See more

     
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  5. IBM
    https://www.ibm.com/topics/etl

    What is ETL (Extract, Transform, Load)? | IBM

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    What is ETL? - Databricks
    databricks.com
    What is ETL (Extract, Transform, Load)? | Snowflake
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  6. IBM
    https://www.ibm.com/blog/what-is-elt

    What is ELT (Extract, Load, Transform)? A Beginner’s Guide - IBM

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    Extract Load Transform Elt
    Data Elt
  7. IBM
    https://www.ibm.com/topics/elt

    What Is Extract, Load, Transform (ELT)? | IBM

    Tags:
    Data Warehouses
    Extract Load Transform Elt
    Elt Meaning in Software
  8. Qlik
    https://www.qlik.com/us/etl

    What is ETL? (Extract, Transform, Load) The …

    WebLearn what ETL (Extract, Transform, Load) is, why it matters, and how it works. Compare ETL with ELT, see use cases, and explore ETL tools and alternatives.

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    • wikipedia

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    Extract, Transform, Load
    Data Warehouses
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  9. Snowflake
    https://www.snowflake.com/guides/what-etl

    What is ETL (Extract, Transform, Load)? | Snowflake

    Tags:
    Extract, Transform, Load
    ETL
  10. AWS
    https://aws.amazon.com/what-is/etl

    What is ETL? - Extract Transform Load Explained - AWS

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    Data Warehouses
    Etl Process
  11. Wikipedia
    https://en.wikipedia.org/wiki/Data_ware…

    Data warehouse - Wikipedia

    WebExtract, transform, load (ETL) and extract, load, transform (ELT) are the two main approaches used to build a data warehouse system. Variants. ETL-based data warehousing. The typical extract, transform, load …

    Tags:
    Extract Load Transform Elt
    Data Elt
    Etl Elt
  12. Databricks
    https://www.databricks.com/.../extract-t…

    Extract Transform Load (ETL) - Databricks

    WebETL, which stands for extract, transform, and load, is the process data engineers use to extract data from different sources, transform the data into a usable and trusted resource, and load that data into the …

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    Extract, Transform, Load
    Etl Process
  13. Qlik
    https://www.qlik.com/us/elt

    What is ELT? (Extract, Load, Transform) The …

    WebELT stands for Extract, Load, Transform and is a modern alternative to ETL for data integration. Learn how ELT works, how it differs from ETL, and what tools are available to automate and optimize ELT.

    Missing:

    • wikipedia

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    Tags:
    Data Warehouses
    Extract Load Transform Elt
    Etl Testing
  14. Informatica
    https://www.informatica.com/resources/articles/what-is-etl

    What is ETL? (Extract Transform Load) | Informatica

    Tags:
    Extract, Transform, Load
    Data Warehouses
  15. Informatica
    https://www.informatica.com/resources/articles/what...

    What is ELT (extract load transform)? - Informatica

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    Extract Load Transform Elt
    Data Elt
    Data Lake
    Elt Manufacturing
  16. Stack Overflow
    https://stackoverflow.com/questions/3392808

    What is Extract/Transform/Load (ETL)? - Stack Overflow

    powerquery - Listing of ETL languagesDec 17, 2020
    asp.net - ETL on ASP pagesDec 12, 2020
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  17. Wikipedia
    https://en.wikipedia.org/wiki/Etl

    ETL - Wikipedia

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    Extract, Transform, Load
    ETL Group
  18. Microsoft Learn
    https://learn.microsoft.com/en-us/azure/...

    Extract, transform, and load (ETL) - Azure Architecture Center

    Tags:
    Extract, Transform, Load
    ETL
  19. dbt Developer Hub
    https://docs.getdbt.com/terms/etl

    What is ETL (Extract, Transform, Load)? How has it evolved?

    Tags:
    Extract, Transform, Load
    Data Warehouses
    Etl Process
    Etl Testing
  20. Wikipédia
    https://fr.wikipedia.org/wiki/Extract-transform-load

    Extract-transform-load — Wikipédia

  21. Wikipedia
    https://en.wikipedia.org/wiki/Spatial_ETL

    Spatial ETL - Wikipedia

    Tags:
    Extract, Transform, Load
    Etl Data Transformation
  22. Wikipedia
    https://de.wikipedia.org/wiki/ETL-Prozess

    ETL-Prozess – Wikipedia

    Tags:
    Extract, Transform, Load
    Data-Warehouses
    ETL-Prozess
  23. ウィキペディア
    https://ja.wikipedia.org/wiki/Extract/Transform/Load

    Extract/Transform/Load - Wikipedia

    Tags:
    Extract, Transform, Load
    ETL
  24. Wikipedia
    https://en.wikipedia.org/wiki/Data_loading

    Data loading - Wikipedia

    Tags:
    Extract, Transform, Load
    Loading in Etl