Remove 2014 Remove Apache Kafka Remove ETL
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Big Data – Lambda or Kappa Architecture?

Data Science Blog

Kappa – Architecture Jay Kreps introduced the Kappa architecture in 2014 as an alternative to the Lambda architecture. In practical implementation, the Kappa architecture is commonly deployed using Apache Kafka or Kafka-based tools. It offers the advantage of having a single ETL platform to develop and maintain.

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7 Best Machine Learning Workflow and Pipeline Orchestration Tools 2024

DagsHub

The project was created in 2014 by Airbnb and has been developed by the Apache Software Foundation since 2016. Flexibility: Its use cases are wider than just machine learning; for example, we can use it to set up ETL pipelines. Hopefully, you can use it as a cheatsheet that will help you make a decision for your next project!

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How to Manage Unstructured Data in AI and Machine Learning Projects

DagsHub

Apache Kafka Apache Kafka is a distributed event streaming platform for real-time data pipelines and stream processing. is similar to the traditional Extract, Transform, Load (ETL) process. Data Processing Tools These tools are essential for handling large volumes of unstructured data. Unstructured.io