Microsoft AI-200: Developing AI Cloud Solutions on Azure eLearning
Learn to build, integrate and monitor AI solutions on Microsoft Azure using compute, containers, Functions, messaging and data services for secure, scalable and observable applications.
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.
- 12 Months Online Access
- + hours of content
- Tips & Tricks
- Leer in je eigen tempo, waar en wanneer jij wilt
- Betalen op factuur, annuleren volgens heldere voorwaarden
- Ook incompany voor je hele team
500+ IT-trainingen voor professionals en organisaties
Voor wie
Voor wie is deze training
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.
De training
Dit leer je tijdens de training
Praktijkgericht, met een trainer die zelf in het veld werkt. Geen theorie om de theorie.
Na deze training
Wat deze training je oplevert
In this course, you will learn to:
- 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.
Inhoud
Het programma
- Azure Container Registry Image Management
- Automating Container Builds with ACR Tasks
- Containerized AI Services & Azure App Service
- Azure Container Apps Environments, Revisions, & KEDA Scaling
- AKS Deployment & Troubleshooting
- Cosmos DB for NoSQL & RU Optimization
- Cosmos DB Vector Search & Change Feed Processing
- PostgreSQL Schema, Indexing, & pgvector Foundations
- PostgreSQL Vector RAG Performance & Connection Optimization
- Azure Managed Redis Data Operations for AI Caching
- Azure Managed Redis Vector Indexing & Similarity Search
- Azure Service Bus for Back-End AI Operations
- Azure Event Grid for Event-Driven AI Workflows
- Building Serverless AI APIs with Azure Functions
- Deploying Azure Functions with Triggers & Bindings
- Consuming Services with SDKs in Back-End AI Components
- Key Vault Secrets, Rotation, & Secure Retrieval
- Azure App Configuration for Runtime Settings
- Distributed Tracing with OpenTelemetry SDKs
- KQL Diagnostics for Logs, Metrics, & AI Workloads
- End-to-End Troubleshooting Playbooks
- Exam Preparation and Review
Praktisch
Goed om te weten
Kenmerken
This course prepares participants for the official Microsoft AI-200 exam, which can be taken separately after completing the training. This exam is optional and can be ordered separately with the training course.
Voorkennis
- Learners should have hands on experience with Azure fundamentals and practical knowledge of building cloud applications using containers, serverless compute, and event driven architectures, along with familiarity with core AI concepts and integrating Azure AI services into applications.
Inschrijven
Alles op een rij
Microsoft AI-200: Developing AI Cloud Solutions on Azure eLearning
- Betalen op factuur mogelijk
- Verschuiven of annuleren volgens onze voorwaarden
- Ook incompany voor je hele team via maatwerk
Zekerheid
Inschrijven zonder verrassingen
Heldere voorwaarden
Verschuiven of annuleren doe je volgens onze algemene voorwaarden. Geen kleine lettertjes achteraf.
Hulp bij je keuze
Twijfel je of dit de juiste training is voor jouw rol of team? Stel je vraag, we denken met je mee.
Ook incompany
Elke training kan op maat voor je hele team, bij jullie op locatie of virtueel. Lees meer.
Veelgestelde vragen
Vragen over deze training
Kan ik de training ook virtueel volgen?
Wat als ik verhinderd ben op de gekozen datum?
Kunnen we deze training met het hele team volgen?
Kan mijn werkgever de training betalen?
Hoe weet ik of ik genoeg voorkennis heb?
Klaar om te starten?
Schrijf je in en ga aan de slag. Twijfel je nog, stel dan eerst je vraag.