MLOps Guide

Using Jenkins X to implement MLOps.

Jenkins X allows you to treat your Machine Learning and Natural Language Processing assets as first class citizens within your CI/CD eco-system, training, versioning and deploying models as part of your normal release process.

Introduction

An introduction to MLOps with Jenkins X.

Using Machine Learning Quickstarts

How to use Machine Learning quickstarts.

Finding a Machine Learning Quickstart

Directory of template Machine Learning projects.

Working with GPUs

Setting up Jenkins X for use with GPU resources.

Managing Data

Approaches for working with data.


Last modified June 7, 2021: docs: Added MLOps docs for v3 (8e4568ec1b)