40559: Microsoft Cloud Workshop: MLOps

The “Microsoft Cloud Workshop: MLOps” course offers an in-depth exploration of how to integrate and manage Machine Learning Operations (MLOps) within Microsoft Azure. This workshop covers the full lifecycle of machine learning projects, from development and deployment to monitoring and maintenance. Participants will gain hands-on experience with Azure tools and services designed to streamline the MLOps process, including Azure Machine Learning, Azure DevOps, and GitHub Actions. The course emphasizes practical techniques for automating model training, deployment, and scaling, as well as strategies for maintaining model performance and compliance. By the end of the workshop, attendees will be equipped with the knowledge to implement robust MLOps practices in their own organizations, enhancing efficiency and reliability in machine learning workflows.