Data science: a comprehensive overview

L Cao - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
The 21st century has ushered in the age of big data and data economy, in which data DNA,
which carries important knowledge, insights, and potential, has become an intrinsic …

A systematic review of data analytics job requirements and online-courses

M Almgerbi, A De Mauro, A Kahlawi… - Journal of Computer …, 2022 - Taylor & Francis
Data analytics' growing importance in modern business has left many organizations
unprepared in terms of human talent. This study sheds light on the intersection between the …

[LIVRE][B] Data science thinking

L Cao, L Cao - 2018 - Springer
Data Science Thinking | SpringerLink Skip to main content Advertisement SpringerLink Account
Menu Find a journal Publish with us Track your research Search Cart Book cover Data Science …

Drafting a data science curriculum for secondary schools

B Heinemann, S Opel, L Budde, C Schulte… - Proceedings of the 18th …, 2018 - dl.acm.org
Data science as the art of generating information and knowledge from data is increasingly
becoming an important part of most operational processes. But up to now, data science is …

EDISON data science framework: a foundation for building data science profession for research and industry

Y Demchenko, A Belloum, W Los… - … conference on cloud …, 2016 - ieeexplore.ieee.org
Data Science is an emerging field of science, which requires a multi-disciplinary approach
and should be built with a strong link to emerging Big Data and data driven technologies …

Key concepts for a data science ethics curriculum

JS Saltz, NI Dewar, R Heckman - Proceedings of the 49th ACM technical …, 2018 - dl.acm.org
Data science is a new field that integrates aspects of computer science, statistics and
information management. As a new field, ethical issues a data scientist may encounter have …

The science of statistics versus data science: What is the future?

H Hassani, C Beneki, ES Silva, N Vandeput… - … Forecasting and Social …, 2021 - Elsevier
The importance and relevance of the discipline of statistics with the merits of the evolving
field of data science continues to be debated in academia and industry. Following a …

ACM task force on data science education: Draft report and opportunity for feedback

A Danyluk, P Leidig, L Cassel, C Servin - Proceedings of the 50th ACM …, 2019 - dl.acm.org
The ACM Data Science Task Force was established by the ACM Education Council and
tasked with articulating the role of computing discipline-specific contributions to this …

Designing customisable data science curriculum using ontology for data science competences and body of knowledge

Y Demchenko, L Comminiello, G Reali - Proceedings of the 2019 …, 2019 - dl.acm.org
Importance of Data Science education and training is growing with the emergence of data
driven technologies and organisational culture that intend to derive actionable value for …

Data science skills and graduate certificates: a quantitative text analysis

H Jiang, C Chen - Journal of Computer Information Systems, 2022 - Taylor & Francis
The tremendous amount of data collected from connected devices and social media has
created a high demand for new skills to help organizations gain the power of big data. With a …