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Algorithms are biased because we are. Are we willing to change?
Hi :)
Gregory Menvielle (@greg_menvielle)

? ºÝºÝߣs: ?
https://www.okaya.me/okaya/2019/06/
devfest2019/

? Co-founder of okaya.me and smartnotify.us

? Intel Software Innovator
BIAS
? A 4-letter word

? Inclination or prejudice for or
against one person or group,
especially in a way considered to be
unfair.
A systematic distortion of a statistical result 

due to a factor not allowed for
in its derivation.
Algorithms are biased because we are. Are we willing to change?
www.okaya.me

? 57% of people in tech su?er

? $300B problem worldwide

? W.H.O classi?ed disease
Algo + Data
Amazon scraps secret AI recruiting tool
that showed bias against women.
(reuters 2018)
Algorithms are biased because we are. Are we willing to change?
AI has the potential to change how colleges and
universities recruit domestic and international
students by creating algorithms that can predict
the applicants most likely to be accepted and
enrol, from which states and countries, and the
enrolled students most likely to progress and
graduate and become engaged alumni.
Algorithms are biased because we are. Are we willing to change?
Algorithms are biased because we are. Are we willing to change?
1.Be a data archaeologist
30712 people?
CAN?
be wrong
Alternative?
Facts?
In Action
Algorithms are biased because we are. Are we willing to change?
2.Be a data scientist
3.Make Hard Decisions
Algorithms are biased because we are. Are we willing to change?
4.Outliers are awesome
Questions

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Algorithms are biased because we are. Are we willing to change?