ML data platform engineers, DevOps engineers, and developers/operations staff with responsibility for operationalizing ML models will learn to address the challenges associated with handoffs between data engineers, data scientists, software developers, and operations through the use of tools, automation, processes, and teamwork. By the end of the course, go from learning to doing by building an MLOps action plan for your organization.
Module 0: Welcome
Module 1: Introduction to MLOps
Module 2: MLOps Development
Module 3: MLOps Deployment
Module 4: Model Monitoring and Operations
Module 5: Wrap-up
This course can be used as preparation for the following official AWS Certification:
AWS Certified Machine Learning – Specialty.
This course includes instructor lecture, presentations, hands-on labs, demonstrations, and group exercises/discussions.
This course is intended for the following job roles:
We recommend that attendees of this course have the following prerequisites:
and have attended the following course (or equivalent knowlege):
The Machine Learning Pipeline on AWS.
The training is carried out in cooperation with an authorized training partner.
For the purpose of implementation, participant data will be transferred to the training partner and the training partner assumes responsibility for the processing of these data.