Automating AI Workflows with Azure and DevOps

Catalog description

This course delves into the integration of AI workflows with Azure and DevOps, exploring the synergy between Azure services and DevOps practices. Participants will learn to integrate version control, continuous integration, and continuous deployment for AI projects. The course covers automating the deployment and management of AI models, utilizing Azure DevOps pipelines for automating the deployment of machine learning models. Students will implement versioning and rollback strategies for AI model deployments and develop skills in continuous integration and delivery for AI solutions on Azure. The course also includes building CI/CD pipelines for AI projects using Azure DevOps and covers monitoring and optimizing automated workflows for maintaining AI solutions.