Banner rating d5dfd02e10e7bea369b370d45102dadcf6d70e41b6bfce1ee178127969f7852a
Dynamics Edge
4.67 out of 50 stars, based on 80 reviews*

Save money and get your team trained. With a group of 5 or more people, you have special options. Click the button below to request a special quote for your team now!

Request Group Quote

Register

Price: $695   Duration: 1 day
- EST

Course 40577

Price: $695, Length: 1 day

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

To customize this class, call 800-453-5961 or click here to contact us

About this Course

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.

Audience profile

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.

Skills gained

  • 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

Prerequisites

Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.

Course outline

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

"We look forward to your great success"

*NOTE: if an average rating and rating count are shown on this page, they are based on all reviews associated with Dynamics Edge that are shown on the review page, and are not restricted to reviews only for the particular course offered on this page.


4057740577 Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI