BakFoo CEO Yuta Kashino discusses data science and real-time platforms

•

28 likes•8,281 views

Yuta Kashino

機械学習ビジネス研究会第01回

Business

Yuta Kashino
• BakFoo, Inc. CEO
• Zope / Python
• Astro Physics /Observational Cosmology
• Realtime Data Platform for Enterprise

BakFoo, Inc.
PyCon 2016 9 21 11:00 - 11:45

okcupid
• 4 / 2007
• 2011 IAC $50M
•
• SNS
• http://
dating.about.com/od/sitereviews/tp/OnlineSites.htm

okcupid+
• Dataclysm:
• oktrend:
• okcupid FAQ
• Platform Revolution
cataclysm: ,
…

• SVD Matrix
Factorization Factorization Machine
•
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okcupid FAQ: https://okcupid.desk.com/customer/en/
portal/articles/2458380-match-percentages---a-detailed-
explanation
score = 2
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(91% ⇤ 99.6%) ⇡ 95%

okcupid FAQ: https://okcupid.desk.com/customer/en/
portal/articles/2458380-match-percentages---a-detailed-
explanation
…
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…
•
•
• DB
•
Dataclysm A Note on the Data
http://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf

…
http://www.ee.columbia.edu/~dpwe/papers/Wang03-shazam.pdf

Questions
kashino@bakfoo.com
@yutakashino

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