Data science for the scientific life cycle.
Published version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Ezer, Daphne https://orcid.org/0000-0002-1685-6909
Whitaker, Kirstie https://orcid.org/0000-0001-8498-4059
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.
Description
Keywords
computational biology, data science, experimental design, none, open science, reproducibility, systems biology, Biomedical Research, Computational Biology, Data Science
Journal Title
Elife
Conference Name
Journal ISSN
2050-084X
2050-084X
2050-084X
Volume Title
8
Publisher
eLife Sciences Publications, Ltd