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Data science for the scientific life cycle.


ABSTRACT: Data science can be incorporated into every stage of a scientific study. Here we describe how data science can be used to generate hypotheses, to design experiments, to perform experiments, and to analyse data. We also present our vision for how data science techniques will be an integral part of the laboratory of the future.

SUBMITTER: Ezer D 

PROVIDER: S-EPMC6402833 | biostudies-other | 2019 Mar

REPOSITORIES: biostudies-other

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Data science for the scientific life cycle.

Ezer Daphne D   Whitaker Kirstie K  

eLife 20190306


Data science can be incorporated into every stage of a scientific study. Here we describe how data science can be used to generate hypotheses, to design experiments, to perform experiments, and to analyse data. We also present our vision for how data science techniques will be an integral part of the laboratory of the future. ...[more]

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