Forum Discussion
MicrosoftIoT Show Deep Dive LIVE Happening Today at 9:00AM PT - ASK Questions! Machine Learning on the Edge!
Deep Dive is happening today at 9:00am PT! We'll be on the chat answering your IoT questions until 10:30am! Today, Mark & I are building an Intelligent Edge Predictive Maintenance Solution with Azure Machine Learning. #IoT #ML @microsoftIoT #IoTShow
Event Link:
https://aka.ms/iotshow/deepdive/003 …
Frequently, IoT applications want to take advantage of the intelligent cloud and the intelligent edge. In this Deep Dive, we walk you a predictive maintenance example that goes through training a machine learning model with data collected from IoT devices in the cloud, deploying that model to IoT Edge, and maintaining and refining the model periodically. Learn tips and resources you can use when building your own model and IoT Edge solution. The ML on the Edge Walk-through Example can be found here: https://github.com/Azure-Samples/IoTEdgeAndMlSample
1 Reply
- hellotechie
Thanks for everyone joining the Deep Dive! Video will be ondemand and caption in different languages shortly!
Here are some Resources on Getting Started with ML on the Edge w/ IoT Edge and Azure Machine Learning
Tutorials
- Machine Learning on the Edge: Predictive Maintenance walk-through demo
- Deploy Azure Machine Learning as an IoT Edge module tutorial
- Perform image classification at the edge with Custom Vision Service tutorial
Videos
Snack bite videos on ML on the Edge:
Resources
- Data Science VM are pre-installed, configured and tested with several popular tools that are commonly used for data analytics, machine learning and AI training.
- Easily develop and debug Azure IoT Edge C modules with Azure IoT Edge Tools (Preview) 0.3.1
- Azure IoT Edge for VS Code 1.11.0 has been released – import modules from Azure marketplace blog
- Azure IoT Edge VM on Azure Marketplace: Video | Marketplace
Docs
- Cognitive Services is great to get started quickly. We containerized Computer Vision, Face, LUIS, and Text Analytics. List of full supported Containerized Cognitive Services here.
- More information about container needs the billing argument values to run on the Edge
- IoT Edge Microsoft Docs and tutorials
