Marketing Management 16th edition by Philip Kotler test bank.docx
Scaling Data Science Products, Not Data Science Teams
1. SCALING DATA SCIENCE PRODUCTS
NOT DATA SCIENCE TEAMS
long winded views of scaling up
@amcasari
MLconf seattle, 2016may20
nasa
@
2. data science via random walks
senior product manager +
senior data scientist
@ Concur Labs
control systems
engineering +
robotics + legos
officer in USN
operations research
analyst
wandering dirtbag +
conservation volunteer
EE +
applied math
+ complex systems
underwater robotics
consultant
extraordinaire
SAHM
4. • Is this a Product Design problem?
• Is this a Mathy ML problem?
• Is this a Software Engineering problem?
@
data science therapy:
let’s talk about your problems