Results 81 to 90 of about 28,550,776 (217)

A framework for understanding data science [PDF]

open access: yesarXiv
The objective of this research is to provide a framework with which the data science community can understand, define, and develop data science as a field of inquiry. The framework is based on the classical reference framework (axiology, ontology, epistemology, methodology) used for 200 years to define knowledge discovery paradigms and disciplines in ...
arxiv  

Data Science in Biomedicine [PDF]

open access: yesarXiv, 2019
We highlight the role of Data Science in Biomedicine. Our manuscript goes from the general to the particular, presenting a global definition of Data Science and showing the trend for this discipline together with the terms of cloud computing and big data.
arxiv  

Supra-disciplinary Data Science

open access: yesHarvard Data Science Review, 2021
David Madigan
doaj   +1 more source

Bringing Interdisciplinary Data Science Education Challenges into the Classroom

open access: yesJournal of Statistics and Data Science Education
This paper examines the growing prevalence and challenges of interdisciplinary data science education (IDSE) in higher education globally. We argue that while data science education has traditionally focused on statistical and computational skills, these
Zofia Bednarowska-Michaiel   +1 more
doaj   +1 more source

Shared data science infrastructure for genomics data

open access: yesBMC Bioinformatics, 2019
Background Creating a scalable computational infrastructure to analyze the wealth of information contained in data repositories is difficult due to significant barriers in organizing, extracting and analyzing relevant data.
Hamid Bagheri   +4 more
doaj   +1 more source

Perspectives on Surgical Data Science [PDF]

open access: yesarXiv, 2016
The availability of large amounts of data together with advances in analytical techniques afford an opportunity to address difficult challenges in ensuring that healthcare is safe, effective, efficient, patient-centered, equitable, and timely. Surgical care and training stand to tremendously gain through surgical data science.
arxiv  

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