2014, Apache Kafka and Data Engineering

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2014

Apache Kafka

Data Engineering

Big Data – Lambda or Kappa Architecture?

Data Science Blog

JUNE 27, 2023

Kappa – Architecture Jay Kreps introduced the Kappa architecture in 2014 as an alternative to the Lambda architecture. This architectural concept relies on event streaming as the core element of data delivery. In practical implementation, the Kappa architecture is commonly deployed using Apache Kafka or Kafka-based tools.

Big Data

Big Data Big Data Apache Kafka Database

How to Manage Unstructured Data in AI and Machine Learning Projects

DagsHub

OCTOBER 23, 2024

General Purpose Tools These tools help manage the unstructured data pipeline to varying degrees, with some encompassing data collection, storage, processing, analysis, and visualization. DagsHub's Data Engine DagsHub's Data Engine is a centralized platform for teams to manage and use their datasets effectively.

Machine Learning

Machine Learning Machine Learning AI Data Lakes

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Big Data – Lambda or Kappa Architecture?

How to Manage Unstructured Data in AI and Machine Learning Projects

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