We provide course about AI-200: Develop AI cloud solutions on Azure in english. This course is designed for developers who want to create modern AI-powered solutions using Microsoft Azure. It focuses on how to build, integrate, and operate AI-based applications in the cloud.
Course description:
You will learn how to use Azure compute services and container technologies to host applications, how to build serverless APIs with Azure Functions, and how to integrate services using event-driven architectures such as Service Bus and Event Grid. The course also covers how to work with data systems that support AI workloads, including databases, caching, and vector search. After completing the course, you will be able to build secure, scalable, and observable AI solutions in Azure.
Course objectives:
After completing this course, participants will be able to:
• Develop AI-driven applications on Microsoft Azure
• Implement container-based and serverless compute solutions
• Build and deploy APIs using Azure Functions
• Integrate services using event-driven architectures
• Work with Azure data services for AI workloads
• Design and implement scalable and secure AI solutions
• Monitor and troubleshoot AI applications
Course content:
Module 1 - Containerized application hosting:
• Deploy and manage applications using Azure container services
Module 2 - Serverless development:
• Build APIs and backend logic using Azure Functions
Module 3 - Event-driven architecture:
• Integrate services using Azure Service Bus and Event Grid
Module 4 - Data services for AI:
• Work with Cosmos DB, PostgreSQL, and Redis for AI workloads
Module 5 - Application configuration and security:
• Manage secrets and configuration using Azure services
Module 6 - Monitoring and observability:
• Track performance using logs, metrics, and telemetry
Module 7 - Building AI workflows:
• Connect services and orchestrate end-to-end AI solutions
Target audience:
Developers - This course is intended for developers building backend or AI-powered applications in Azure environments
Prerequisites:
Participants should have:
• Experience with application development
• Familiarity with cloud concepts and Azure basics
Language:
• English course material, english or norwegian speaking instructor
Course material:
The course fee includes digital course documentation. Lunch and refreshment for in class events only.