Contributors and References

JOE GRANICK

Lead Research Analyst – Data Intelligence  

Joe is the lead data intelligence research analyst at Stratascale. He helps clients optimize decision making by leveraging statistics, mathematics, and machine learning through his background in data analytics, economics, and financial planning and analysis. 

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DEREK SHANK

Head of Research

Derek is head of research at Stratascale's Innovation Labs. Throughout this career  — from academia to personal finance to IT research — he has focused on uncovering insights and helping people put those insights to good use.

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References

Algorithmia. "2021 Enterprise Trends in Machine Learning." 2021.

Anderson, Jesse. Data Teams: A Unified Management Model for Successful Data-Focused Teams. Apress, 2020.

Buckingham, Marcus. First, Break All the Rules: What the World's Greatest Managers Do Differently. Gallup Press, 1999.

Cohen, Lisa. "Designing a data science organization." Data Science at Microsoft, 21 Jul. 2020. www.medium.com/data-science-at-microsoft/designing-a-data-science-organization-ab53a80b1d15.

Deloitte. "Business impacts." www2.deloitte.com/tr/en/pages/strategy-operations/articles/business-impacts-of-machine-learning.html. 2017.

Kozyrkov, Cassie. "Data science… without any data?!" Towards Data Science. 13 Nov. 2020. www.towardsdatascience.com/data-science-without-any-data-6c1ae9509d92.

Lorica, Ben and Paco Nathan. "AI Adoption in the Enterprise." www.learning.oreilly.com/library/view/ai-adoption-in/9781492051800/ Survey. 2019. Electronic.

Nunez, Steve. "Why AI investments fail to deliver." InfoWorld. www.infoworld.com/article/3639028/why-ai-investments-fail-to-deliver.html. 15 Nov. 2021.

Provost, Foster and Tom Fawcett. Data Science for Business: What You Need to Know About Data Mining and Data Analytic Thinking. O'Reilly Media, Inc., 2013.

Vulpen, Erik van. "19 recruiting metrics you should know about." www.aihr.com/blog/recruiting-metrics/.

Tufte, Edward R. The Visual Display of Quantitative Information. Graphics Press, 2001.

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