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..
- 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?
- 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
- 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.
- 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