Ten simple rules for starting (and sustaining) an academic data science initiative.
作者信息
Parker Micaela S, Burgess Arlyn E, Bourne Philip E
机构信息
Academic Data Science Alliance, Seattle, Washington, United States of America.
School of Data Science, University of Virginia, Charlottesville, Virginia, United States of America.
出版信息
PLoS Comput Biol. 2021 Feb 18;17(2):e1008628. doi: 10.1371/journal.pcbi.1008628. eCollection 2021 Feb.
Abstract
摘要
相似文献
1
Ten simple rules for starting (and sustaining) an academic data science initiative.启动（并维持）学术数据科学计划的十条简单规则。
PLoS Comput Biol. 2021 Feb 18;17(2):e1008628. doi: 10.1371/journal.pcbi.1008628. eCollection 2021 Feb.
2
Ten simple rules to increase computational skills among biologists with Code Clubs.通过代码俱乐部提高生物学家计算技能的十条简单规则。
PLoS Comput Biol. 2020 Aug 27;16(8):e1008119. doi: 10.1371/journal.pcbi.1008119. eCollection 2020 Aug.
3
Hands-on training about overfitting.过拟合的实操训练。
PLoS Comput Biol. 2021 Mar 4;17(3):e1008671. doi: 10.1371/journal.pcbi.1008671. eCollection 2021 Mar.
4
Ten simple rules for developing bioinformatics capacity at an academic institution.在学术机构培养生物信息学能力的十条简单规则。
PLoS Comput Biol. 2021 Dec 9;17(12):e1009592. doi: 10.1371/journal.pcbi.1009592. eCollection 2021 Dec.
5
Ten simple rules for organizing a data science workshop.组织数据科学研讨会的十条简单规则。
PLoS Comput Biol. 2020 Oct 22;16(10):e1008226. doi: 10.1371/journal.pcbi.1008226. eCollection 2020 Oct.
6
Ten simple rules to cultivate transdisciplinary collaboration in data science.在数据科学中培养跨学科合作的十条简单规则。
PLoS Comput Biol. 2021 May 13;17(5):e1008879. doi: 10.1371/journal.pcbi.1008879. eCollection 2021 May.
7
Ten simple rules for building and maintaining a responsible data science workflow.构建和维护负责任的数据科学工作流程的十条简单规则。
PLoS Comput Biol. 2024 Jul 18;20(7):e1012232. doi: 10.1371/journal.pcbi.1012232. eCollection 2024 Jul.
8
Training for translation between disciplines: a philosophy for life and data sciences curricula.跨学科翻译培训：生命科学和数据科学课程的哲学。
Bioinformatics. 2018 Jul 1;34(13):i4-i12. doi: 10.1093/bioinformatics/bty233.
9
A global perspective on evolving bioinformatics and data science training needs.从全球视角看不断发展的生物信息学和数据科学培训需求。
Brief Bioinform. 2019 Mar 22;20(2):398-404. doi: 10.1093/bib/bbx100.
10
Ten simple rules for teaching an introduction to R.教授R语言入门的十条简单规则。
PLoS Comput Biol. 2024 May 16;20(5):e1012018. doi: 10.1371/journal.pcbi.1012018. eCollection 2024 May.
引用本文的文献
1
Developing partnerships for academic data science consulting and collaboration units.为学术数据科学咨询与合作单位建立合作伙伴关系。
Stat (Int Stat Inst). 2024;13(1). doi: 10.1002/sta4.644. Epub 2024 Jan 11.
2
Ten simple rules for humane data science.人文数据科学的十条简单规则。
PLoS Comput Biol. 2023 Dec 21;19(12):e1011698. doi: 10.1371/journal.pcbi.1011698. eCollection 2023 Dec.
3
A comprehensive survey of collaborative biostatistics units in academic health centers.对学术健康中心合作生物统计学单位的全面调查。
Stat (Int Stat Inst). 2022 Dec;11(1):e521. doi: 10.1002/sta4.521. Epub 2022 Dec 28.
4
Entropy and Variability: A Second Opinion by Deep Learning.熵和可变性：深度学习的第二个观点。
Biomolecules. 2022 Nov 23;12(12):1740. doi: 10.3390/biom12121740.
5
Ten simple rules to cultivate belonging in collaborative data science research teams.在协作式数据科学研究团队中培养归属感的十条简单规则。
PLoS Comput Biol. 2022 Nov 3;18(11):e1010567. doi: 10.1371/journal.pcbi.1010567. eCollection 2022 Nov.
6
Ten simple rules for researchers who want to develop web apps.给想要开发网络应用程序的研究人员的十条简单规则。
PLoS Comput Biol. 2022 Jan 6;18(1):e1009663. doi: 10.1371/journal.pcbi.1009663. eCollection 2022 Jan.
7
Is "bioinformatics" dead?“生物信息学”是否已死？
PLoS Biol. 2021 Mar 18;19(3):e3001165. doi: 10.1371/journal.pbio.3001165. eCollection 2021 Mar.
本文引用的文献
1
The principles of tomorrow's university.明日大学的原则。
F1000Res. 2018 Dec 11;7:1926. doi: 10.12688/f1000research.17425.1. eCollection 2018.
2
Hack weeks as a model for data science education and collaboration.黑客周：数据科学教育与协作的新模式。
Proc Natl Acad Sci U S A. 2018 Sep 4;115(36):8872-8877. doi: 10.1073/pnas.1717196115. Epub 2018 Aug 20.
3
Ten simple rules for responsible big data research.负责任的大数据研究的十条简单规则。
PLoS Comput Biol. 2017 Mar 30;13(3):e1005399. doi: 10.1371/journal.pcbi.1005399. eCollection 2017 Mar.
4
Ten Simple Rules for Taking Advantage of Git and GitHub.利用Git和GitHub的十条简单规则。
PLoS Comput Biol. 2016 Jul 14;12(7):e1004947. doi: 10.1371/journal.pcbi.1004947. eCollection 2016 Jul.
5
Software Carpentry: lessons learned.软件木工：经验教训。
F1000Res. 2014 Feb 19;3:62. doi: 10.12688/f1000research.3-62.v2. eCollection 2014.
Zotero 插件