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Hands-on CI/CD Bitbucket Pipeline for Data Scientists
Latest   Machine Learning

Hands-on CI/CD Bitbucket Pipeline for Data Scientists

Last Updated on July 20, 2023 by Editorial Team

Author(s): Rahul V. Veettil

Originally published on Towards AI.

Code and Docker image

Take the first step into MLOps

Quinten de Graaf https://unsplash.com/photos/L4gN0aeaPY4

The rapid research and development of AI technologies have increased the need for data scientists to be familiar with Continuous Integration (CI), Continuous Testing, and Continuous Delivery (CD).

In this article, using the bitbucket pipeline feature, I will go over a toy example to show you how all these can be achieved easily.

CI/CD is a DevOps software development methodology that enables companies to carry out faster development cycles of their software. This also includes performing unit testing and rapidly deploying their service or product.

For a data scientist, CI/CD is helpful to rapidly make… Read the full blog for free on Medium.

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