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CI/CD Pipelines

Geneva Lake - DSC 0196
(Geneva Lake, Switzerland - Alvin Wei-Cheng Wong)

 

- Overview

A data CI/CD pipeline, or Continuous Integration and Continuous Deployment pipeline for data, is a set of automated processes that help streamline data pipelines and analytics workflows. 

What it does:

  • Continuous integration: Automatically tests and builds code, allowing developers to submit changes to a shared repository while maintaining version control.
  • Continuous delivery: Allows for short-cycle development, enabling teams to build and release software at any time.
  • Benefits: Eliminates bottlenecks, improves operational efficiency, and ensures data quality.

CI/CD pipelines are becoming increasingly important for data engineering and data science. They can help data science teams deliver high-quality machine learning (ML) models to businesses in a timely manner. 

 

[More to come ...]

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