ETL (Extract, Transform, Load) tools are used to move data between databases or for external purposes. These tools facilitate data replication, after which the data is stored in database management systems or data warehouses. They also play a key role in data extraction for analytics. By transforming data sets, these tools enable querying and analysis. Many organizations use ETL tools to create visual workflows for managing data transfers. Common additional uses include data analysis, cleansing, and structuring. In recent years, it has become more common for data management platforms to use ELT (Extract, Load, Transform) instead of ETL. The primary difference between ETL and ELT is that in ELT, the data is loaded into the target system first and then transformed there, whereas ETL involves pre-processing the data before it is loaded into the target system.
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Matillion
matillion.com
Matillion is a cloud-native data integration and transformation platform that builds, runs, and orchestrates ELT pipelines for cloud data warehouses, with connectors and governance.
CloverDX
cloverdx.com
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Clarisights is a marketing analytics platform that allows teams to connect, visualize, and analyze all their marketing data in one place for better decision-making.
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