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

Seminarinformationen

Seminar - Ziel

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.

Teilnehmer - Zielgruppe


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.

Job role: Data Engineer


Features: None

Kurs - Voraussetzungen

Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.
•Microsoft Azure Essentials course, http://www.microsoft.com/en-US/azureessentials.

Seminardauer

  • 1 Tag
  • 09:00 Uhr bis 17:00 Uhr

Schulungsunterlagen

  • nach Absprache

Seminar-Inhalt / Agenda

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

Weitere Schulungen zu Thema Microsoft Azure

MOC 40502 Microsoft Cloud Workshop: Big Data & Visualization

- u.a. in Nürnberg, Berlin, Stuttgart, München, Köln

Die Teilnehmer lernen in dieser SChulung eine intelligente Web-App mittels Machine Learning zu erstellen sowie bereitzustellen. Das notwendige Wissen wird dabei mit Hilfe einer Fallstudie vermittelt.

MOC 40501 Microsoft Cloud Workshop: Container and DevOps

- u.a. in Nürnberg, Berlin, Stuttgart, München, Köln

In dieser Schulung lernen Cloud-Architekten und IT-Professionals Azure Container Services durch Skalierung, Lastverteilung sowie Service Discovery bereitzustellen.

MOC 40505 Microsoft Cloud Workshop: Internet of Things

- u.a. in Frankfurt am Main, Hannover, München, Nürnberg, Koblenz

This workshop will guide you through an implementation of an end-to-end IoT solution simulating high velocity data emitted from smart meters and analyzed in Azure. You will design a lambda architecture, filtering a subset of the telemetry data for real-time visualization on the ...

AI-102T00: Designing and Implementing a Microsoft Azure AI Solution

- u.a. in Frankfurt am Main, Hannover, Köln, Mannheim, Freiburg

AI-102 Das Entwerfen und Implementieren einer Azure AI-Lösung ist für Softwareentwickler gedacht, die KI-infundierte Anwendungen erstellen möchten, die kognitive Azure Services, die kognitive Suche in Azure und das Microsoft Bot-Rahmenwerk nutzen. Der Kurs verwendet C#, ...