What is Data Science - 2023 Multiple Explanations

 

BLOG@CACM

What is Data Science?

By Koby Mike, Orit Hazzan

Communications of the ACM, February 2023, Vol. 66 No. 2, Pages 12-13

https://cacm.acm.org/magazines/2023/2/268943-what-is-data-science/fulltext

References

1. Alvargonzález, D. Multidisciplinarity, interdisciplinarity, transdisciplinarity, and the sciences. International Studies in the Philosophy of Science, 25(4), 2011, 387–403. https://doi.org/10.1080/02698595.2011.623366

3. Chang, W. L., Grady, N., et al. Nist big data interoperability framework: Volume 1, big data definitions, 2015.

4. Conway, D. The data science venn diagram. Datist, 2010. http://www.dataists.com/2010/09/the-data-science-venn-diagram/

5. Davenport, T. H. and Patil, D. Data scientist: The sexiest job of the 21st century. Harvard Business Review, 90(5), 2010, 70–76.

7. Gray, J. EScience – A transformed scientific method. http://research.microsoft.com/en-us/um/people/gray/talks/NRC-CSTB_eScience.ppt, 2007f

9. Irizarry, R. A. The role of academia in data science education, 2020.

11. Skiena, S. S. The data science design manual. Springer, 2017.

12. Taylor, D. Battle of the Data Science Venn Diagrams. KDnuggets. https://www.kdnuggets.com/battle-of-the-data-science-venn-diagrams.html/, 2016.

https://www.linkedin.com/pulse/data-science-process-methodology-pratibha-kumari-jha/

https://www.linkedin.com/pulse/methodology-data-science-andre-luiz-coelho-da-silva/?trk=organization_guest_main-feed-card_reshare_feed-article-content

Data Science vs Data Analytics: What Are the Similarities & Differences?

The main differences between data science and data analytics involve the methods and tools for working with data, as well as career paths, titles & salaries.

RICE UNIVERSITY

Department of Computer Science

https://csweb.rice.edu/academics/graduate-programs/online-mds/blog/data-science-vs-data-analytics

https://www.nature.com/articles/s41562-023-01562-4

Overview of Data Science - Oracle Cloud

Oracle Cloud Infrastructure (OCI) Data Science is a fully managed and serverless platform for data science teams to build, train, and manage machine learning models.

https://docs.oracle.com/en-us/iaas/data-science/using/overview.htm

March 29, 2023

Data Science in Finance

CMU Explanation - Detailed explanation

https://www.cmu.edu/mscf/news/2023/data-science-in-finance.html