MLOps : DevOps Applied to Machine Learning Projects

In the world of traditional software development, a set of practices known as DevOps has made it possible to get software into production within minutes and keep it running reliably.

DevOps relies on tools, automation and workflows to eliminate complexity and allow developers to focus on the real problems at hand. This approach has been so successful that many companies have already mastered it.

DevOps allows for a reduction in time to market and an improvement in the quality of software products thanks to 3…