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Intro to Data Analytics with EA’s Director of Product
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Bertram Chan
Tonight’s Speaker
WHAT DOES IT MEAN
TO BE DATA-DRIVEN?
INTRO TO ME
• Head of Product for EA’s Data
Platform for Player Analytics
• Shipped products including:
• Recommendation Systems
• Experimentation Systems
• Real-time Targeting &
Segmentation Tools
• Multi-channel Messaging Tools
AGENDA
• Defining data
• Who are you talking to?
• What is important?
• What could go wrong?
• Conclusion
DEFINING DATA
DEFINING DATA
WHO AREYOU TALKING TO?
• Executive
• Developer
• Designer
• Marketer
• Customer (Free/Demo)
• Customer (Paid)
WHAT IS IMPORTANT #1
WHAT IS IMPORTANT #2
WHAT IS IMPORTANT #2
s
s
s
s
s
s
s
s
s
s
f
f
f
f
f
th
th
th
th
th
w
w
w
w
w
t
t
t
t
t
m
m
m
m
m
November
December
WHAT IS IMPORTANT #2
WHAT IS IMPORTANT #3
WHAT COULD GO WRONG?
• Bad Data
• Noise
• Seasonality
• False Positive
• Confounding Factors
CONCLUSION
• DefineYour Data Properly
• Remember WhoYou Are Talking To
• Identify What Is Important,When,And Why
• Were The Results Tested &Validated?
• Check For Things That Could Have Gone Wrong
Part-time Product
Management Courses in San
Francisco
www.productschool.com

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Intro to Data Analytics with EA's Director of Product