Data Engineering Engineering Management Metrics Survey 
O'Reilly Media - Ideas
JULY 28, 2020
The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.
O'Reilly Media - Ideas
JUNE 19, 2019
Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Quality depends not just on code, but also on data, tuning, regular updates, and retraining. We need to build machine learning tools to augment machine learning engineers”.
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