Description
Duration: 5 days
This course teaches developers how to create, monitor, and troubleshoot AI solutions on Microsoft Azure. Students will learn how to implement Azure compute and containerization patterns to host applications, build serverless APIs with Azure Functions, and integrate services using event‑driven and message‑based architectures such as Azure Service Bus and Event Grid. The course also covers working with Azure data services that support AI workloads, including designing and querying solutions with Cosmos DB for NoSQL, Azure Database for PostgreSQL with pgvector, and Azure Managed Redis for caching, streaming, and vector search. By the end of the course, developers will be able to connect services, orchestrate AI workflows, and build secure, scalable, and observable AI‑driven applications on Azure.
Target Audience
This course is designed for developers who build backend and AI‑driven applications on Azure and need practical skills in containerized compute, data services for AI, event‑driven workflows, and application security and monitoring.
Certification Exam
This course prepares you for the AI-200 certification exam (Microsoft Certified: Azure AI Cloud Developer Associate). An exam voucher can be added at registration.
What’s included?
- Authorized Courseware
- Intensive Hands on Skills Development with an Experienced Subject Matter Expert
- Hands on practice on real Servers and extended lab support 1.800.482.3172
- Examination Vouchers & Onsite Certification Testing – (excluding Adobe and PMP Boot Camps)
- Academy Code of Honor: Test Pass Guarantee
- Optional: Package for Hotel Accommodations, Lunch and Transportation
With several convenient training delivery methods offered, The Code Academy makes getting the training you need easy. Whether you prefer to learn in a classroom or an online live learning virtual environment, training videos hosted online, and private group classes hosted at your site. We offer expert instruction to individuals, government agencies, non-profits, and corporations. Our live classes, on-sites, and online training videos all feature certified instructors who teach a detailed curriculum and share their expertise and insights with trainees. No matter how you prefer to receive the training, you can count on The Code Academy for an engaging and effective learning experience.
Methods
- Instructor Led (the best training format we offer)
- Live Online Classroom – Online Instructor Led
- Self-Paced Video
Speak to an Admissions Representative for complete details
| Start | Finish | Public Price | Public Enroll | Private Price | Private Enroll |
|---|---|---|---|---|---|
| 9/28/2026 | 10/2/2026 | ||||
| 10/19/2026 | 10/23/2026 | ||||
| 11/9/2026 | 11/13/2026 | ||||
| 11/30/2026 | 12/4/2026 | ||||
| 12/21/2026 | 12/25/2026 | ||||
| 1/11/2027 | 1/15/2027 | ||||
| 2/1/2027 | 2/5/2027 | ||||
| 2/22/2027 | 2/26/2027 | ||||
| 3/15/2027 | 3/19/2027 | ||||
| 4/5/2027 | 4/9/2027 | ||||
| 4/26/2027 | 4/30/2027 | ||||
| 5/17/2027 | 5/21/2027 | ||||
| 6/7/2027 | 6/11/2027 | ||||
| 6/28/2027 | 7/2/2027 | ||||
| 7/19/2027 | 7/23/2027 | ||||
| 8/9/2027 | 8/13/2027 | ||||
| 8/30/2027 | 9/3/2027 | ||||
| 9/20/2027 | 9/24/2027 |
Learning Objectives
- Implement container application hosting on Azure
- Deploy and manage apps on Azure Container Apps
- Deploy and monitor applications on Azure Kubernetes Service
- Develop AI solutions with Azure Cosmos DB for NoSQL
- Develop AI solutions with Azure Database for PostgreSQL
- Enhance AI solutions with Azure Managed Redis
- Integrate backend services for AI solutions
- Manage application secrets and configuration for AI solutions
- Observe and troubleshoot apps on Azure
Course Outline
Module 1: Implement container application hosting on Azure
- Store and manage containers in Azure Container Registry
- Deploy containers to Azure App Service
- Run sidecar-enabled AI applications on Azure App Service
Module 2: Deploy and manage apps on Azure Container Apps
- Deploy containers to Azure Container Apps
- Manage containers in Azure Container Apps
- Scale containers in Azure Container Apps
Module 3: Deploy and monitor applications on Azure Kubernetes Service
- Deploy applications to Azure Kubernetes Service
- Configure applications on Azure Kubernetes Service
- Monitor and troubleshoot applications on Azure Kubernetes Service
Module 4: Develop AI solutions with Azure Cosmos DB for NoSQL
- Build queries for Azure Cosmos DB for NoSQL
- Implement vector search on Azure Cosmos DB for NoSQL
- Optimize query performance for Azure Cosmos DB for NoSQL
Module 5: Develop AI solutions with Azure Database for PostgreSQL
- Build and query with Azure Database for PostgreSQL
- Implement vector search with Azure Database for PostgreSQL
- Optimize vector search in Azure Database for PostgreSQL
Module 6: Enhance AI solutions with Azure Managed Redis
- Implement data operations in Azure Managed Redis
- Implement event messaging with Azure Managed Redis
- Implement vector storage in Azure Managed Redis
Module 7: Integrate backend services for AI solutions
- Queue and process AI operations with Azure Service Bus
- Develop event-driven AI workflows with Azure Event Grid
- Build serverless AI backends with Azure Functions
- Orchestrate durable AI workflows with Azure Durable Functions
Module 8: Manage application secrets and configuration for AI solutions
- Manage application secrets with Azure Key Vault
- Manage application settings with Azure App Configuration
Module 9: Observe and troubleshoot apps on Azure
- Instrument an app with OpenTelemetry
- Analyze app telemetry with logs and metrics
