Description
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.
Prerequisites:
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.
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.
Course outcome:
– 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
Package Includes:
– 12 Months Online Access featuring ondemand instructor-led classroom sessions with full audio and video lectures
– Measure Exam simulation – coming soon
– Tips & Tricks
Hybrid Learning is een unieke mix van trainingsmateriaal, video’s en oefeningen die de gebruiker zelfstandig kan toepassen op zijn leervraag. U heeft tot 12 maanden lang toegang tot het online trainingsmateriaal. Zo kunt u de geleerde stof meerdere malen doorlezen en oefenen om u optimaal voor te bereiden voor het examen AI-200 | Develop AI Cloud Solutions on Azure
Inhoud:
– 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
Exclusief examen:
AI-200 | Develop AI Cloud Solutions on Azure
DutchTrain is een officieel geaccrediteerd Test Center voor Pearson Vue Test, Prometric, Kryterion, Castle Worldwide, Certiport & PSI. U bent bij ons van harte welkom voor examens welke via deze Test Centers beschikbaar zijn. Examens kunnen elke dag, binnen kantooruren, worden afgenomen.
Datum:
U kunt ten alle tijden beginnen! Neem hiervoor contact op met een van onze opleidingsadviseurs.
Locaties: Zelfstudie
Leermethodiek: E-Learning
Duur training:
Taal: Engels
Deze training is ook beschikbaar als:
– Klassikaal
– Maatwerktraining, neem hiervoor contact op met een van onze opleidingsadviseurs.
Voor veelgestelde vragen tijdens het bestelproces, bekijk onze F.A.Q. pagina.
