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. This architectural concept relies on event streaming as the core element of data delivery.

Big Data 130

Big Data Big Data Apache Kafka Database 130

DagsHub

APRIL 7, 2024

Image generated with Midjourney In today’s fast-paced world of data science, building impactful machine learning models relies on much more than selecting the best algorithm for the job. The project was created in 2014 by Airbnb and has been developed by the Apache Software Foundation since 2016.

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. BLEU on the WMT 2014 English- to-German translation task, improving over the existing best results, including ensembles, by over 2 BLEU. Our model achieves 28.4 after training for 3.5

Machine Learning 52

Machine Learning Machine Learning Data Lakes AI 52