Wrap Up: Production Concepts


You’ve just completed Production Concepts where you gained an appreciation for the significant challenge of putting machine learning models into production.

Here are a few of the main takeaways from this course:

  • MLOps is the cornerstone in ensuring deployed models are well maintained, perform as expected, and do not adversely affect the business.

  • Proper MLOps governance is essential.

  • Monitoring and feedback is a crucial step in the AI project lifecycle.

  • Dataiku is an end-to-end platform that supports mature MLOps practices.

Learn More

Continue your AI learning journey with other courses in the MLOps, where you can start working on your MLOps readiness best practices, learn about creating an API service, and work with hands-on projects where you can put a sample project into production (certain prerequisites apply).