how to organize a data science - java2days · the data science olympics 1 non-profit subject 2...
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How to
Organize a Data Science Competition
1AI Smart & Tech @ SofiaDecember 10th 2019http://bit.ly/dso-aismarttech
[email protected]@fabienv
What is a
Data ScienceCompetition
?
MACHINE LEARNING COMPETITION
oneSUBJECT
=
MACHINE LEARNING COMPETITION
oneSUBJECT
a lot of DATA+
=
MACHINE LEARNING COMPETITION
oneSUBJECT
a lot of DATA
a simple TARGET+ +
=
2 TYPES OF COMPETITION
LONG TERM✓ Many teams✓ Online✓ Up to 4 months ✓ Raw data
SHORT TERM✓ No teams✓ On site✓ Max 48 hours✓ Clean data
Checkout theses crazy data!
Checkout theses crazy data!
No more idea...
Team, research, work hard!
2 hours
The Data Science Olympics
1 non-profit subject
2 hours of competition
2 cities, Berlin & Paris
6 winners
1000 datascientists
10000 euros of prices
400000 line in the dataset
ABOUT US
1FABIEN VAUCHELLESCTO @ Zelros
2Insurtech // Artificial Intelligence // Customer XP
ZELROS
Why should you
Come
?
AS A BEGINNERYOU
WILL
LEARN
AS AN EXPERT
YOU
WILL
EVALUATEYOUR LEVEL
How to scale from
100 to 1000data scientists
?
2016 MAKE IT RUN
VENUE // TABLES // CHAIRS
ELECTRICITY
NO ENOUGH WIFI ENDPOINTS
DATASET
FOOD
PRIZES
100competitors
80%beginners
2 weekspreparation
1000€cost
2018 THE SCALE
RECRUITMENT
VENUE // LOGISTIC
SPONSORING
400competitors
60%experimented
2 monthspreparation
40 000€cost
GERMANY
A NEW COMMUNITY
1 000competitors
20%experts
4 monthspreparation
150 000€cost
What do we
Learn
?
IT TAKES A LOT OF TIME
WINTER IS BETTER
Tricks to
Win
BE PREPARED
HAVE A LOT OF SNIPPETS