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Discussions around how to effectively use and analyze limited datasets to arrive at useful solutions will be the focus of this National Academies webinar. Before embarking on those conversations, the speakers will debate how they define “limited” or “small” data including the number of data points and variables considered. Discussions around data quality; trust and interpretability; and their integration into existing big-data workflow will be presented. Finally, speakers will share their strategy for handpicking chemistry problems that could be solved using the “limited data” approach.
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