Introduction to LPC - Facility Design And Re-Engineering
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