Microsoft AIIntermediate
AI-200 Azure AI Cloud Developer Associate Certification (Beta)
5 (193 reviews) 203 students 4 Weeks Intermediate
Instructor
Category
Microsoft AI
Rating
5 (193)
Students
203
Language
English
Duration
4 Weeks
What you'll cover
1Foundations of AI Cloud Development+
- Provision Azure AI cloud resources and environments
- Configure development environments and SDKs
- Understand AI solution architecture patterns
- Plan for scalability and cost efficiency
2Building Intelligent Applications+
- Integrate Azure AI services into cloud applications
- Implement AI orchestration across multiple services
- Manage AI model endpoints and versioning
- Implement API gateways for AI services
3Cloud-Native AI Deployment+
- Deploy AI workloads to Azure Kubernetes Service
- Implement serverless AI functions
- Configure autoscaling for AI workloads
- Implement blue-green deployments for AI models
4Data and Model Management+
- Manage AI data pipelines and feature stores
- Implement model versioning and registries
- Monitor model drift and performance
- Optimize inference latency and throughput
5Security and Governance+
- Secure AI cloud applications and endpoints
- Implement responsible AI governance frameworks
- Monitor AI application compliance
- Implement audit logging for AI systems