- Learning Path Libraries: This path is only available in the libraries listed. To access this path, purchase a license for the corresponding library.
- AI
- Cloud
Deploying and Managing Microsoft Azure AI Solutions
Microsoft Azure offers a robust and powerful AI platform. Part of this platform helps you deploy, monitor, and manage your AI solution.
This path addresses the operational elements of deploying, managing, and optimizing your AI solutions on Microsoft Azure. Included in this skill are storage and container provisioning, IoT device management, security operations, and model deployment and monitoring.
Content in this path
Beginner
The courses in this section discuss provisioning of services and storage for your AI solution, as well as continuous integration.
Intermediate
In this section, you will learn how to monitor the AI solution environment, review costs and performance metrics of your deployed solution, and updating and replacing models in production.
Advanced
This section covers AI solution optimization, including effective use of storage, core services, and automation.
- Manage and validate deployment and configuration of Microsoft Azure AI services
- Manage security artifacts
- Monitor and manage models in production
- Optimize every element of your AI solution
- This skill path is intended for learners with experience designing AI solutions, but who are novice with regards to operationalizing them inside of Microsoft Azure. Prior knowledge of machine learning principles, the data science workflow, and Microsoft Azure is expected.
- Machine Learning
- Data Science
- Microsoft Azure
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