Data science for the scientific life cycle

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 th...

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Detalles Bibliográficos
Autores principales: Ezer, Daphne, Whitaker, Kirstie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2019
Materias:
Computational and Systems Biology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6402833/
https://www.ncbi.nlm.nih.gov/pubmed/30839275
http://dx.doi.org/10.7554/eLife.43979
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author Ezer, Daphne
Whitaker, Kirstie
author_facet Ezer, Daphne
Whitaker, Kirstie
author_sort Ezer, Daphne
collection PubMed
description 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.
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spelling pubmed-64028332019-03-07 Data science for the scientific life cycle Ezer, Daphne Whitaker, Kirstie eLife Computational and Systems Biology 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. eLife Sciences Publications, Ltd 2019-03-06 /pmc/articles/PMC6402833/ /pubmed/30839275 http://dx.doi.org/10.7554/eLife.43979 Text en © 2019, Ezer and Whitaker http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Ezer, Daphne
Whitaker, Kirstie
Data science for the scientific life cycle
title Data science for the scientific life cycle
title_full Data science for the scientific life cycle
title_fullStr Data science for the scientific life cycle
title_full_unstemmed Data science for the scientific life cycle
title_short Data science for the scientific life cycle
title_sort data science for the scientific life cycle
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6402833/
https://www.ncbi.nlm.nih.gov/pubmed/30839275
http://dx.doi.org/10.7554/eLife.43979
work_keys_str_mv AT ezerdaphne datascienceforthescientificlifecycle
AT whitakerkirstie datascienceforthescientificlifecycle

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