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Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

Using the graphical user interface that Talend Open Studio provides, you can easily map structured and unstructured data from multiple sources to the target systems. Talend Projects For Practice: Learn more about the working of the Talend ETL tool by working on this unique project idea.

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Data Warehousing Guide: Fundamentals & Key Concepts

Monte Carlo

A company’s production data, third-party ads data, click stream data, CRM data, and other data are hosted on various systems. An ETL tool or API-based batch processing/streaming is used to pump all of this data into a data warehouse. The following diagram explains how integrations work.

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The Good and the Bad of Apache Kafka Streaming Platform

AltexSoft

The technology was written in Java and Scala in LinkedIn to solve the internal problem of managing continuous data flows. This enables systems using Kafka to aggregate data from many sources and to make it consistent. Instead of interfering with each other, Kafka consumers create groups and split data among themselves.

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