Internet of Things
Learning
Learning Paths
Learn how to build an IoT solution with Azure Digital Twins, a platform for digitally representing physical connected environments.
Levels: Beginner, Intermediate
Roles: Service Adoption Specialist, Administrator, Data Engineer, Developer, Solution Architect
Modules
You'll learn about the message processing and data analytics capabilities that must be implemented within your IoT solution by using IoT Hub, and the storage options that are often configured as part of your solution.
Levels: Intermediate
Roles: Developer, Administrator, Solution Architect
Modules
- Examine Azure IoT Hub message routing
- Consider Azure IoT Hub message processing options and constraints
- Examine Cloud storage options for Azure IoT Hub solutions
- Examine Azure Stream Analytics and Azure Functions in Azure IoT Hub solutions
- Guided project - Route and process messages from your Azure IoT Hub devices
Learn about device management patterns and capabilities, and the solution monitoring tools available in Azure and how to apply them to the IoT Hub service.
Levels: Intermediate
Roles: Developer, Administrator, Solution Architect
Modules
- Examine device management concepts and methods for Azure IoT Hub
- Evaluate device management tools for Azure IoT Hub
- Examine approaches to device management at scale using Azure IoT Hub
- Examine Azure IoT Hub monitoring and logging
- Troubleshoot Azure IoT Hub device connections and communication
- Guided project - Explore Azure IoT Hub monitoring
Learn how to to quickly evaluate your IoT scenario by using Azure IoT Central and assess the opportunities it can create for your business.
Levels: Beginner, Intermediate
Roles: Administrator, Developer, Solution Architect
Modules
- Introduction to Azure IoT Central
- Build your first Azure IoT Central application to manage your coffee machines
- Create and manage device templates in Azure IoT Central
- Manage devices in Azure IoT Central
- Connect an Azure IoT Edge device to your Azure IoT Central application
- Configure business integration in Azure IoT Central
Enhance IoT solution security by using Microsoft Defender for IoT
Levels: Intermediate
Roles: Developer
Modules
This learning path introduces you to connected Field Service and Azure IoT. Included in this learning path is identifying exceptions, register and manage devices, remotely monitor and service equipment, and using IoT central with connected Field Service.
Levels: Intermediate
Roles: Business User, Functional Consultant
Modules
- Get started with Connected Field Service for Dynamics 365 and Azure IoT
- Remotely monitor and service equipment with Connected Field Service for Dynamics 365 and Azure IoT
- Register and manage devices with Connected Field Service for Dynamics 365 and Azure IoT
- Using IoT Central with Connected Field Service for Dynamics 365
- Identify Exceptions with Connected Field Service for Dynamics 365 and Azure IoT
Use the Connected Customer Service Add-in for Dynamics 365 to integrate IoT devices with Dynamics 365 Customer Service to help service customers.
Levels: Intermediate
Roles: Functional Consultant, Business User
Modules
This learning path aims to explain learners how to deploy AI at the edge using Azure services.
Levels: Beginner
Roles: AI Engineer, Data Scientist
Modules
- Introduction to Azure IoT
- Introduction to Azure IoT Hub
- Introduction to Azure IoT Edge
- Deploy a pre-built module to the Edge device
- Train and package an Azure machine learning module for deployment to IoT Edge device
- Introduction to Azure Functions for IoT
- Connecting IoT devices to Cognitive Services using Azure Functions
- Run Cognitive Services on IoT Edge
- Introduction to MLOps for IoT Edge
- Implement CI/CD for IoT Edge
- Introduction to Azure Sphere
- Image classification using Azure Sphere
- Develop secure IoT Solutions for Azure Sphere with IoT Hub
- Develop secure IoT solutions for Azure Sphere, Azure RTOS and Azure IoT Central
- Create an image recognition solution with Azure IoT Edge and Azure Cognitive Services
- Void detection on Edge devices with Live Video Analytics using own images and video
- Object detection on Edge devices with Live Video Analytics using YOLO model
Learn how to create a mixed reality application using Azure Digital Twins and Unity, a real-time 3D platform.
Levels: Beginner
Roles: Developer, Business Owner, Student, Technology Manager
Modules
.NET is a free, cross-platform, open source developer platform for building many different types of applications. With .NET, you can use multiple languages, editors, and libraries to build for web, mobile, desktop, games, and IoT.
Levels: Beginner
Roles: Developer
Modules
Provision IoT devices at scale by using the Device Provisioning Service
Levels: Intermediate
Roles: Developer
Modules
F# is an open-source, cross-platform programming language that makes it easy to write succinct, performant, robust, and practical code. It's a general-purpose language that enables you to create many different types of applications like Web API, Desktop, IoT, Gaming and more.
Levels: Beginner
Roles: Developer, Student
Modules
Learning Modules
