Wrap Up: Project Deployment#

Congratulations!#

You’ve just completed the Project Deployment course, where you gained experience creating project bundles on a Design node and deploying them to an Automation node via the Project Deployer.

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

  • To put a batch-processing project into production, you first create a project bundle on a Design node, and then deploy it to an Automation node via the Project Deployer.

  • Once you’ve mastered the fundamentals of pushing project bundles from the Design to the Automation node, you can use all of the same automation tools (scenarios with metrics, data quality rules, and/or checks, reporters, and triggers) in production environments.

  • Once you have a project running in a production environment, you need to monitor it! On top of scenarios and reporters, use the Automation Monitoring, Project Deployer, and Unified Monitoring screens for monitoring insights at different vantage points.

Learn more#

Now that you have completed this course, you may wish to consult the reference documentation for more information on Production deployments and bundles.

When ready, continue progressing on the MLOps Practitioner learning path.