40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI

Enroll for the 1-day 40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI training and certification course from Koenig solutions accredited by Microsoft.

In this course, you will look at the process of implementing a modern application with Azure services. The course will cover event sourcing and the Command and Query Responsibility Segregation (CQRS) pattern, data loading, data preparation, data transformation, data serving, anomaly detection, creation of a predictive maintenance model, and real-time scoring of a predictive maintenance model.

Audience

This course is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services. Those attending this course should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Learning Objectives

Upon completion of this course, participants will be able to:

• Capture Internet of Things (IoT) device data with Azure IoT Hub
• Process device data with Azure Stream Analytics
• Apply the Command and Query Responsibility Segregation (CQRS) pattern with Azure Functions
• Build a predictive maintenance model using Azure Synapse Analytics Spark notebooks
• Deploy the model to an Azure Machine Learning model registry
• Deploy the model to an Azure Container Instance
• Generate predictions with Azure Functions accessing a Cosmos DB change feed
• Modernize applications and integrate Artificial Intelligence into the application