How I apply Continuous Integration to Machine Learning Projects

Web: https://towardsdatascience.com/how-i-apply-continuous-integration-to-machine-learning-projects-8273274a565a?source=rss----7f60cf5620c9---4

CI is highly useful in software projects, and can offer benefits to ML projects, too.

Introduction

Continuous Integration(CI) has proven to be a wonderful practice in software development. However, when it comes to Machine Learning(ML) projects, CI hasn’t been applied(or even mentioned) as much due to the different nature of the work.

From my experience, CI is highly useful in software projects and I’m certain that it could offer benefits to ML projects too. So, I’ve experimented with building a …

continuous-integration data science integration learning machine machine learning mlops project-management