Azure IoT Edge
Extend cloud intelligence and analytics to edge devices.
Learning
Learning Paths
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 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 develop and securely deploy custom NVIDIA DeepStream applications to NVIDIA-powered IoT Edge devices.
Levels: Beginner
Roles: AI Engineer, Data Scientist
Modules
Learning Modules
University of Oxford
University of Oxford
This module introduces you to various Azure services that can be used to monitor and enhance the security of your solution and examines the features and capabilities of Microsoft Defender for IoT.
In this module, you'll learn how to connect an IoT Edge device to your IoT Central application
This module implements CICD pipeline for edge devices
This module introduces you to Microsoft Defender for IoT security agents and how security agents can be used to extend your security monitoring capabilities to the device-side of your IoT solution.
University of Oxford
Azure SQL Edge is an optimized relational database engine geared for IoT and IoT Edge deployments. It provides capabilities to create a high-performance data storage and processing layer for IoT applications and solutions.
University of Oxford
This is a computer vision solution using Azure IoT Edge
This module is theoretical and will walk you through how an IoT Edge device can be harnessed as a gateway to child devices and can store captured information if connectivity is unavailable.
This module provides you with experience configuring Azure Defender for IoT and implementing Azure Defender for IoT security agents to enhance your awareness of device-level security concerns.