Journal of Information and Knowledge (Formerly SRELS Journal of Information Management)

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Data Science: Use with (Great) Care


Affiliations
1 Database Systems Lab, Department of Computational and Data Sciences, Indian Institute of Science, Bangalore – 560012, Karnataka, India
     

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Data Science has become the buzz word in recent years. While it has the potential for solving challenging problems, Data Science is subject to methodological abuse. This note highlights the good, bad, and ugly of Data science. A few illustrations are used as examples to highlight how Data could be abused.

Keywords

Data Science.
User
About The Author

Jayant R. Haritsa
Database Systems Lab, Department of Computational and Data Sciences, Indian Institute of Science, Bangalore – 560012, Karnataka
India


Notifications

  • Leek, J. (2013). “The key word in "Data Science" is not Data, it is Science”. simplystatistics.org/2013/12/12/the-key-word-in-data-science-is-not-data-it-is-science/

  • Boulton, C. (2020). “5 data analytics success stories: An inside look” www.cio.com/article/3221621/6-data-analyticssuccess-stories-an-inside-look.html

  • Analytics for Business Success – Effective Strategies & Indian Success Stories (2021). www.bloombergquint.com/labs/intel/transform-to-scale/analytics_for_business_success.html

  • Hebbar, P. (2019). Top 8 FAQs About Data Scientists In India: Answered www.analyticsindiamag.com/top-8-faqs-about-data-scientists-in-india-answered/

  • Marcus, G and Davis, E. Eight (No, Nine!) Problems With Big Data, New York Times, April 7, 2014.

  • Bergstrom, C. and West, J. Calling Bullshit (Data Reasoning in a Digital World) www.callingbullshit.org/

  • O’Neil, C. Weapons of Math Destruction, Crown Books, 2016. weaponsofmathdestructionbook.com/


Abstract Views: 374

PDF Views: 4




  • Data Science: Use with (Great) Care

Abstract Views: 374  |  PDF Views: 4

Authors

Jayant R. Haritsa
Database Systems Lab, Department of Computational and Data Sciences, Indian Institute of Science, Bangalore – 560012, Karnataka, India

Abstract


Data Science has become the buzz word in recent years. While it has the potential for solving challenging problems, Data Science is subject to methodological abuse. This note highlights the good, bad, and ugly of Data science. A few illustrations are used as examples to highlight how Data could be abused.

Keywords


Data Science.

References