Skip to main content

Self-Service Analytics

Hype and Reality

  • Chapter
  • First Online:
Disruptive Analytics

Abstract

In this chapter, we review the logic of self-service analytics—where it makes sense, and where it doesn’t. We describe the distinctly different user personas in organizations and discuss the role of experts in advanced analytics. We close the chapter with a survey of six innovations in self-service analytics.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 29.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 37.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    http://www.kdnuggets.com/2014/11/9-must-have-skills-data-scientist.html

  2. 2.

    http://www.investopedia.com/terms/a/attest-function.asp

  3. 3.

    http://www.perceptualedge.com/articles/misc/Graph_Selection_Matrix.pdf

  4. 4.

    https://www.cbinsights.com/blog/capital-efficient-tech-exits-top-25/

  5. 5.

    http://dl.acm.org/citation.cfm?id=1142473.1142560

  6. 6.

    http://www.alteryx.com/press-releases/src-llc-is-now-alteryx

  7. 7.

    http://techcrunch.com/2014/03/31/clearstory-raises-21m-from-dag-ventures-kpcb-a16z-to-bring-data-intelligence-to-the-masses/

  8. 8.

    http://techcrunch.com/2011/09/08/andreessen-horowitz-leads-5-7m-round-in-analytics-platform-for-hadoop-data-platfora/

  9. 9.

    http://www.finsmes.com/2012/11/platfora-closes-20m-series-funding.html

  10. 10.

    http://techcrunch.com/2014/03/19/big-data-analytics-company-platfora-raises-38m/

  11. 11.

    http://venturebeat.com/2015/04/08/domo-comes-out-of-stealth-after-five-years-and-raises-200m-at-2b-valuation/

  12. 12.

    https://web-assets.domo.com/blog/wp-content/uploads/2015/08/Domo_-Impact-Report_-451-Research_-7-May-2015.pdf

  13. 13.

    https://www.pehub.com/2016/01/rapidminer-raises-16-mln/

  14. 14.

    https://rapidminer.com/wisdom-crowds-guiding-light/

  15. 15.

    https://thomaswdinsmore.com/2015/02/17/software-for-high-performance-advanced-analytics/

  16. 16.

    http://venturebeat.com/2015/03/17/why-data-scientists-and-marketing-technologists-are-the-hottest-jobs-of-2015/

  17. 17.

    http://blogs.wsj.com/cio/2014/11/10/for-cios-universities-cant-train-data-scientists-fast-enough/

  18. 18.

    http://www.chicagotribune.com/business/ct-indeed-survey-0514-biz-20150514-story.html

  19. 19.

    http://www.mckinsey.com/features/big_data

  20. 20.

    https://hbr.org/2014/09/stop-searching-for-that-elusive-data-scientist/

  21. 21.

    http://www.itbusinessedge.com/blogs/integration/will-artificial-intelligence-replace-the-data-scientist.html

  22. 22.

    http://www.forbes.com/sites/gilpress/2012/08/31/the-data-scientist-will-be-replaced-by-tools/

  23. 23.

    https://blog.gnip.com/data-scientist-vs-data-tools/ #

  24. 24.

    http://www.kdnuggets.com/polls/2015/analytics-data-science-automation-future.html

  25. 25.

    https://www.datarobot.com/blog/automated-machine-learning-short-history/

  26. 26.

    http://www.svms.org/srm/

  27. 27.

    https://451research.com/report-short?entityId=79713

  28. 28.

    https://www.datarobot.com/blog/automated-machine-learning-short-history/

  29. 29.

    http://www.nytimes.com/2014/08/18/technology/for-big-data-scientists-hurdle-to-insights-is-janitor-work.html

  30. 30.

    http://www.no-free-lunch.org

  31. 31.

    http://jmlr.org/papers/v15/delgado14a.html

  32. 32.

    https://thomaswdinsmore.com/2014/04/09/automated-predictive-modeling/

  33. 33.

    o14a.html

    support.sas.com/resources/papers/proceedings10/113-2010.pdf

  34. 34.

    -marketing-technologists-are-the-hottest-jo

  35. 35.

    bs-of-2015/

    http://blogs.wsj.com/cio/2014/11/10/for-cios -

  36. 36.

    https://www.datarobot.com/blog/automated-machine-learning-short-history/

  37. 37.

    universities-cant-train-data-scientists-fast-enough/

    http://www.chica

  38. 38.

    gotribune.com/business/ct-

  39. 39.

    indeed-survey-0514-biz-201505

  40. 40.

    14-story.html

    http://www.mckinsey.com/features/big_data

  41. 41.

    https://hbr.org/2014/09/stop-s

  42. 42.

    http://venturebeat.com/2015/08/19/this-guy-is-the-superman-of-data-scientists/

  43. 43.

    http://www.techstars.com/content/blog/sponsorship-in-action-datarobot-and-aws/

  44. 44.

    https://medium.com/aws-activate-startup-blog/datarobot-leverages-aws-for-predictive-modeling-dae62ba2a523#.xrwen5lxd

  45. 45.

    http://blogs.wsj.com/venturecapital/2014/08/15/datarobot-run-by-worlds-top-data-scientists-raises-21m-series-a/

  46. 46.

    http://www.recruit-rgf.com/news_data/release/2015/1117_7730.html

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Thomas W. Dinsmore

About this chapter

Cite this chapter

Dinsmore, T.W. (2016). Self-Service Analytics. In: Disruptive Analytics. Apress, Berkeley, CA. https://doi.org/10.1007/978-1-4842-1311-7_9

Download citation

Publish with us

Policies and ethics