# CI/CD for MLOps on GitLab (part 1)

DevFeed: [CI/CD for MLOps on GitLab (part 1)](<https://devfeed.tech/articles/ci-cd-for-mlops-on-gitlab-part-1-38837.md>)

Original publisher: [Read original article](<https://mettlesome.substack.com/p/cicd-for-mlops-on-gitlab-part-1>)

Author: Raphaël Hoogvliets

Published: 2024-02-07T09:17:27Z

Content type: tutorial

Language: en

Sources: [Raphaël Hoogvliets](<https://devfeed.tech/sources/raphael-hoogvliets.md>)

Topics: [CI/CD](<https://devfeed.tech/topics/cicd.md>), [GitLab](<https://devfeed.tech/topics/gitlab.md>), [MLOps](<https://devfeed.tech/topics/mlops.md>), [Python](<https://devfeed.tech/topics/python.md>), [Testing](<https://devfeed.tech/topics/testing.md>)

Tags: [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [gitlab](<https://devfeed.tech/tags/gitlab.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [pre-commit-hooks](<https://devfeed.tech/tags/pre-commit-hooks.md>), [python](<https://devfeed.tech/tags/python.md>), [quality-assurance](<https://devfeed.tech/tags/quality-assurance.md>)

## AI overview

A tutorial introducing CI pipelines as part of CI/CD for MLOps and demonstrating how to build a simple CI pipeline with GitLab CI/CD for a Python project. It explains benefits including consistency, speed, scalability, version control, reproducibility, and automated testing.

## Source excerpt

Code your way to your first CI pipeline