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Practical Problem
Solving With Data
                  Pete Skomoroch
                  @peteskomoroch
            Onlab Data Conference
                    June 22, 2012
To solve hard problems:
Think like a street
     fighter
Analyze
Improvise
Anticipate
Adapt
How does this apply to
     startups?
Analyze
The Men Who Stare at Charts
Look at your data
Averages Suck
12"




10"




 8"




 6"




 4"




 2"




 0"
      1"   2"   3"   4"   5"   6"   7"   8"   9"   10"
Build a Viewer App
Algorithmic Intuition
Improvise
Extract
Anticipate
Use Your Viewer App
Adapt
Look at your errors
• Sanity check row counts
• Track errors over time
• Find patterns in the error data
• Add missing features to models
• Replace models entirely
Analyze
Improvise
Anticipate
Adapt
Think like a
street fighter
                 Pete Skomoroch
                 @peteskomoroch
           Onlab Data Conference
                   June 22, 2012

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