Wrap Up: Production Concepts

Congratulations!

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 don’t 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 Practitioner learning path. There you can start creating project bundles and API services, deploying them into production environments, and setting up monitoring infrastructure.