$1,000.00
• Duration: 1 Day
• Mode of Delivery: Online -Instructor-led training
• Job role: Data Engineer
• Preparation for exam: None
• Cost: USD$1,000.00
In this workshop, you will look at the process of implementing a modern application with Azure services. The workshop 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.
This workshop 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 as described in the ‘About this Course’ and ‘At Course Completion’ areas. Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.
Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.
At the end of this workshop, you will be better able
• 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
.
Module 1: Whiteboard Design Session – Innovate and modernize apps with Data and AI
Lessons
• Review the customer case study
• Design a proof-of-concept solution
• Present the solution
Module 2: Hands-On Lab – Innovate and modernize apps with Data and AI
Lessons
• Deploy a factory load simulator
• Use Azure Machine Learning to train and register a predictive maintenance model
• Create an Azure Function to send event telemetry to Cosmos DB
• Enrich event telemetry with predictive maintenance results
• Enrich event telemetry with automated anomaly detection
• Send scored telemetry data to PostgreSQL
• Modernize services logic to use event sourcing and CQRS
• View the factory status in a Power BI report
Click on the following link to see the current Course Schedule
Our minimum class-size is 3 for this course.
If there are no scheduled dates for this course, it can be customized to suit the time and skill needs of clients and it can be held online, at a rented location or at your premises.
Click on the following link below to arrange for a custom course: Enquire about a course date
Product Information
CANCELLATION POLICY – There is never a fee for cancelling seven business days before a class for any reason. Data Vision Systems reserves the right to cancel any course due to insufficient registration or other extenuating circumstances. Participants will be advised prior to doing so.
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