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

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Multisoft Systems is a globally acknowledged name in the world of 40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI Training. This course aims in teaching the process of implementing a modern application with Azure services. We are an accredited training company of Microsoft and associated with Microsoft-certified Cloud Computing trainers. These trainers make use of real-life examples and module-wise assessments to help the participants learn.

Our offered course imparts the skills required for data preparation, data loading, data transformation, data serving, anomaly detection, creation of a predictive maintenance model, and real-time scoring of a predictive maintenance model. You will become a master of accessing a Cosmos DB change feed, deploying the model to an Azure Container Instance, and processing device data with Azure Stream Analytics..

In its successful completion, you will learn:

How to deploy the model to an Azure Machine Learning model registry?
How to deploy the model to an Azure Container Instance?
How to capture IoT device data with Azure IoT Hub?
How to generate predictions with Azure Functions accessing a Cosmos DB change feed?
How to process device data with Azure Stream Analytics?
How to build a predictive maintenance model using Azure Synapse Analytics Spark notebooks?
How to modernize applications and integrate Artificial Intelligence into the application?
How to apply the Command and Query Responsibility Segregation (CQRS) pattern with Azure Functions?

Target audience

Cloud Architects who want to learn more about Azure and Azure services IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies

Prerequisites

This 40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI Training demands the Microsoft Azure Essentials course as a formal prerequisite. To pursue this course, IT professionals should have architectural expertise in infrastructure and solutions design in cloud technologies.

Certification

Multisoft Systems will provide you with a training completion certificate after completing the 40577-G: Microsoft Cloud Workshop: Innovate and modernize apps with Data and AI Training.

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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