Practical Problem Solving with Data - Onlab Data Conference, Tokyo
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Transcript of Practical Problem Solving with Data - Onlab Data Conference, Tokyo
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Practical Problem Solving With Data
Pete Skomoroch@peteskomoroch
Onlab Data ConferenceJune 22, 2012
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To solve hard problems:
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Think like a street fighter
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Analyze
Improvise
Anticipate
Adapt
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How does this apply to startups?
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Analyze
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The Men Who Stare at Charts
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Look at your data
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Averages Suck
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Build a Viewer App
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Algorithmic Intuition
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Improvise
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Extract
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Anticipate
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Use Your Viewer App
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Adapt
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Look at your errors
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• Sanity check row counts
• Track errors over time
• Find patterns in the error data
• Add missing features to models
• Replace models entirely
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Analyze
Improvise
Anticipate
Adapt
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Think like a street fighter
Pete Skomoroch@peteskomoroch
Onlab Data ConferenceJune 22, 2012