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The open source data integration platform Airbyte has announced its first data lake integration, which enables users to replicate data from myriad sources into Amazon’s Simple Storage Service (S3). The San Francisco-based startup plans to soon support data lakes from “other cloud providers” – including Databricks’ open source Delta Lake.

Businesses of all sizes have a wealth of data spread across myriad tools such as CRM, marketing, customer support, and product analysis. Accessing the data isn’t the problem, but getting meaningful insights from data stored in different locations and in different formats – so organizations need to combine them in one place and convert them into a common format that makes analysis easier .

From ETL to ELT

Historically, a typical process to achieve this would be the so-called “Extract, Transform, Load” (ETL), …

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