Pod as a Service

EP10 IoT Data Instrumentation and Measurement

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Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel.

In this episode of Pod as a Service, Alex Castrounis (author of AI for People and Business), Luke Libraro, and Skylar Roebuck discuss data instrumentation, measurement, and considerations in IoT solutions. Topics discussed include:

  • Sensor accuracy and precision, including impact on costs
  • Data sampling rates and tradeoffs with cost, bandwidth, throughput, power requirements, etc.
  • Real-time, offline, on-device, and edge processing and analytics
  • Sensor calibration and offsets
  • Absolute vs relative sensor measurements
  • Proxy/analog data measurements
  • Data depth and processing required for machine learning applications

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    Pod as a ServiceBy InnoArchiTech
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