Caitlin Smallwood
Palo Alto, California, United States
4K followers
500+ connections
About
I am a versatile data science and analytics executive who is passionate about driving…
Activity
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Check out our post on the Netflix Tech Blog about how we support our content decision makers using machine learning and statistical modeling!…
Check out our post on the Netflix Tech Blog about how we support our content decision makers using machine learning and statistical modeling!…
Liked by Caitlin Smallwood
Experience
Education
Publications
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How Netflix Data Science Powers Global Entertainment
Spark+AI Summit 2019
Keynote talk at Spark+AI Summit 2019 organized by databricks.
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[Podcast] Data-driven video content
Women in Data Science (WiDS)
Podcast discussing personal career path and data science at Netflix.
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Ethical Considerations in Online Consumer Product Experimentation
DataEDGE 2016
Talk at DataEDGE 2016 hosted by the Berkeley School of Information.
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Netflix Data Science
Women in Data Science - 2015 conference, Stanford
Talk at the inaugural Women in Data Science (WiDS) Conference - an annual event hosted by Stanford University.
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Data Scientists at Work
Apress
It was a privilege to participate in this Apress book by Sebastian Gutierrez. It is a collection of multifaceted interviews with 16 data scientists across a variety of industries, with one chapter per interview:
Chapter 1. Chris Wiggins (The New York Times)
Chapter 2. Caitlin Smallwood (Netflix)
Chapter 3. Yann LeCun (Facebook)
Chapter 4. Erin Shellman (Nordstrom)
Chapter 5. Daniel Tunkelang (LinkedIn)
Chapter 6. John Foreman (MailChimp)
Chapter 7. Roger Ehrenberg (IA…It was a privilege to participate in this Apress book by Sebastian Gutierrez. It is a collection of multifaceted interviews with 16 data scientists across a variety of industries, with one chapter per interview:
Chapter 1. Chris Wiggins (The New York Times)
Chapter 2. Caitlin Smallwood (Netflix)
Chapter 3. Yann LeCun (Facebook)
Chapter 4. Erin Shellman (Nordstrom)
Chapter 5. Daniel Tunkelang (LinkedIn)
Chapter 6. John Foreman (MailChimp)
Chapter 7. Roger Ehrenberg (IA Ventures)
Chapter 8. Claudia Perlich (Dstillery)
Chapter 9. Jonathan Lenaghan (PlaceIQ)
Chapter 10. Anna Smith (Rent The Runway)
Chapter 11. Andre Karpistsenko (Planet OS)
Chapter 12. Amy Heineike (Quid)
Chapter 13. Victor Hu (Next Big Sound)
Chapter 14. Kira Radinsky (SalesPredict)
Chapter 15. Eric Jonas (Independent Scientist)
Chapter 16. Jake Porway (DataKind)Other authors -
Netflix Optimization: A confluence of metrics, algorithms, and experimentation
User Engagement Optimization workshop, CKIM 2013
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