CI/CD Pipelines
- (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 ...]
