Learn MLOps basics of Continuous Integration, Delivery using Azure DevOps and Azure ML. Create MLOps pipeline in Azure.
InstructorJ Garg - Real Time Learning
Free
Editorial course preview
This view highlights a concrete, legible example from the course presentation.
This slide presents a comprehensive overview of MLOps fundamentals through various diagrams covering CI/CD pipelines, the machine learning lifecycle, and model productionization.
The curriculum spans the full MLOps spectrum, including maturity levels and orchestrated workflows involving training, evaluation, and registry.
The course demonstrates a complete CI/CD pipeline using Azure DevOps and Azure ML, covering essential stages like training and scoring.
Instructional signals suggest a lack of step-by-step guidance for practical implementation, favoring ready-made code parts over granular development.
One signal indicates that the AzureML Python SDK v1 code used in the demonstration may be outdated.