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TinyML Auto ML Deep Dive: Streaming Analytics for Edge Devices
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- 1 Introduction
- 2 About Stream Analyze
- 3 What is it used for
- 4 Community Edition
- 5 Studio
- 6 Studio Tabs
- 7 Normal Settings
- 8 Output Window
- 9 Raspberry Pi
- 10 Raspberry Pi Zero
- 11 Documentation
- 12 Demo
- 13 Sensor values
- 14 Temperature readings
- 15 Pressure readings
- 16 Combining values into single stream
- 17 Get readings function
- 18 Streaming analytics to a monitoring center
- 19 MQTT client registration
- 20 Setting up a listener
- 21 Publishing a stream
- 22 Reading the readings
- 23 Publishing the stream
- 24 Testing the stream
- 25 Monitoring the data
- 26 Linear transformation
- 27 C2F function
- 28 Derivative
- 29 Running the model
- 30 QA Session
- 31 Conclusion