kouweizhong/course-iot-ml-dl

IoT, Machine Learning and Data Analytics course companion

IoT, Machine Learning and Data Analytics

Course Companion

ATTENTION: SAS Key:
HostName=labrealdevice1.azure-devices.net;SharedAccessKeyName=iothubowner;SharedAccessKey=9cHajFi7QxDrl+8+KRafEJueW16OGcF4mSUtdYxn/vI=

ATTENTION: The sample data for the Eastern CodeFest can be downloaded from http://tinyurl.com/eastern-codefest-sample-data

• Completed Sample Data
• Questions for Software Teams
• Questions for Hardware Teams

ATTENTION: Please check out http://powerbi.com (Workshop 4). For ones who don't have work email account (email which is not gmail or hotmail), please send a fb message to Digital Thailand Club after 15.00. I'll give you one (the email which you can use to register to the power bi).

SUGGESTION: http://github.com might be helpful for your work as a team.

WARNING: Do not forget to DELETE your resources in your Azure Subscription!!

Digital Thailand Club: https://www.facebook.com/digitalthailandclub

FAQ

Q: Can I use Power BI in my application (XAML-based)?
A: Yes, please check out these links for more info

• Power BI in UWP
• Using Power BI in WebView

Q: Is there any quick and easy way to simulate the IoT Device use for the problems in Eastern CodeFest?
A: Yes there're a couple of suggestions:

1. Use iothub-explorer
2. Use the Raspberry Pi web simulator
3. Use the following hack page for testing http://easterncodefest.azurewebsites.net/

Q: How to embed a Power BI Dashboard into the web app?
A: Please check out the following links

• Power BI Client
• Integrate a dashboard into an app
• Power BI Command line tool

Hands-out

• Introducing IoT
• Chapter 1 - Azure IoT Services
• Chapter 2 - Cloud Platform
• Chapter 3 - Cloud Services
• Chapter 4 - Storage and Cognitive Services
• Chapter 5 - Machine Learning
• Chapter 6 - Stream Analytics

Workshop Manual

• The workshop manual page

Workshop 1

• Connect Raspberry Pi to Azure IoT Hub

Workshop 1b

• Using Raspberry Pi online simulator

Workshop 2

• Manage Cloud Device message with IoT Hub Explorer

Workshop 3

• Save messages to Azure Storage

Workshop 4

• Data Visualization in Power BI

Workshop 5

• Data Visualization with Web App

Workshop 6

• Weather forcast using Azure Machine Learning

Workshop 7

• Device Management using IoT Hub Explorer

Workshop 8

• Remote Monitoring and Notifications

Useful Links

• How to register for a Free Account - http://bit.ly/2hNfJA2
• Visual Studio Dev Essentials
• Microsoft Azure
• Azure IoT Documentation
• Windows IoT (Dev Center)
  • Supported Devices
• Microsoft IoT Cloud Platform
• Azure IoT Suite Learning Path
• Azure IoT Suite - Remote Monitoring Source Code
• Azure IoT Suite - Predictive Maintenance Source Code
• FEZ HAT
  • Developer's Guide
  • Schematic (pdf)
• Sense HAT
  • SDK (github)
• Microsoft IoT Samples
• Using Webcam in UWP (also Raspberry Pi)

Lab Accelarator

• Connect devices to IoT Hub
  • Using Node.js
    • Using Node.js (simulated)
    • Also using Node.js with Raspberry Pi
  • Using .NET
    • Official Guide (simulated)
    • Using .NET (device)