Data Science Blog

JUNE 27, 2023

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.

Big Data 130

Big Data Big Data Apache Kafka Database 130

DagsHub

APRIL 7, 2024

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!

Machine Learning 59

Machine Learning Machine Learning ML ML 59

DagsHub

OCTOBER 23, 2024

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

Machine Learning 52

Machine Learning Machine Learning Data Lakes AI 52