Data Processing Metadata Metrics Uncertainty 
O'Reilly on Data
MARCH 31, 2020
But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself.
Domino Data Lab
JUNE 2, 2019
Clearly, when we work with data and machine learning, we’re swimming in those waters of decision-making under uncertainty. Then calculate the variance divided by the mean to construct a metric for noise in decision-making. For kicks, try calculating this kind of metric within your own organization. Worse than flipping a coin!
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