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

40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI Certification Training Course Overview

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

40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI (8 Hours) Download Course Contents

Live Virtual Classroom Fee For Both Group Training & 1-on-1 Training On Request
Group Training
08 Aug 09:00 AM - 05:00 PM CST
(8 Hours/Day)

06 Sep 09:00 AM - 05:00 PM CST
(8 Hours/Day)

04 Oct 09:00 AM - 05:00 PM CST
(8 Hours/Day)

1-on-1 Training (GTR)
4 Hours
8 Hours
Week Days
Week End

Start Time : At any time

12 AM
12 PM

GTR=Guaranteed to Run
Classroom Training (Available: London, Dubai, India, Sydney, Vancouver)
Duration : On Request
Fee : On Request
On Request
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Course Modules

Module 1: Whiteboard Design Session - Innovate and modernize apps with Data and AI
  • 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
  • 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
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Course Prerequisites

Students are suggested to take this below prerequisite prior to attending Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI course:

  • Microsoft Azure Essentials