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The attempt is disadvantaged by the current focus on data cleaning, diverting valuable skills away from building ML models for sensor calibration. The data is then stored in Amazon S3 (Step 10) and can be published to OpenAQ so other organizations can use the calibrated air quality data.
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Spain and Groysberg (2016) found that “two-thirds of existing programs appear to be mostly talk with little productive follow-up” and that it wasn’t unexpected to hear from those companies conducting exit interviews that “…exit interviews have a negative return on investment.
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