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.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming aΒ sponsor.
Published via Towards AI