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The Robotic Process Automation Handbook pp 195–216Cite as

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Data Preparation

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Abstract

Being Ready for AI and Process Mining

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Notes

  1. 1.

    www.wsj.com/articles/google-s-secret-project-nightingale-gathers-personal-health-data-on-millions-of-americans-11573496790

  2. 2.

    www.idc.com/getdoc.jsp?containerId=prUS44998419

  3. 3.

    www.sas.com/en_us/insights/big-data/what-is-big-data.html

  4. 4.

    www.cisco.com/c/en/us/solutions/collateral/service-provider/visual-networking-index-vni/white-paper-c11-741490.html

  5. 5.

    www.techrepublic.com/article/85-of-big-data-projects-fail-but-your-developers-can-help-yours-succeed/

  6. 6.

    This is from the author’s interview with Teradata’s Atif Kureishy in February 2019.

  7. 7.

    www.smartdatacollective.com/lessons-can-learn-bad-data-mistakes-made-throughout-history/

  8. 8.

    https://newsroom.fb.com/news/2019/03/technical-update-on-new-zealand/

  9. 9.

    https://towardsdatascience.com/simple-explanation-of-semi-supervised-learning-and-pseudo-labeling-c2218e8c769b

  10. 10.

    https://engineering.fb.com/ml-applications/advancing-state-of-the-art-image-recognition-with-deep-learning-on-hashtags/

  11. 11.

    www.mdanderson.org/newsroom/md-anderson--ibm-watson-work-together-to-fight-cancer.h00-158833590.html

  12. 12.

    www.wsj.com/articles/ibm-bet-billions-that-watson-could-improve-cancer-treatment-it-hasnt-worked-1533961147

  13. 13.

    www.utsystem.edu/sites/default/files/documents/UT%20System%20Administration%20Special%20Review%20of%20Procurement%20Procedures%20Related%20to%20UTMDACC%20Oncology%20Expert%20Advisor%20Project/ut-system-administration-special-review-procurement-procedures-related-utmdacc-oncology-expert-advis.pdf

  14. 14.

    From the author’s interview with Seth Siegel, who is the partner, artificial intelligence and automation at Infosys Consulting, on December 5, 2019.

  15. 15.

    www.hollywoodreporter.com/news/geena-davis-unveils-partnership-disney-spellcheck-scripts-gender-bias-1245347

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  1. Monrovia, CA, USA

    Tom Taulli

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  1. Tom Taulli
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© 2020 Tom Taulli

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Taulli, T. (2020). Data Preparation. In: The Robotic Process Automation Handbook. Apress, Berkeley, CA. https://doi.org/10.1007/978-1-4842-5729-6_9

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