Show notes
Check out Alex Castrounis' new AI with Alex Podcast, the official podcast of the AI with Alex YouTube channel. Subscribe to the channel for the latest videos and signup for Alex's AI News Newsletter for the latest on all things artificial intelligence.
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

