talent42 2017: robots are coming - nimrod hoofien and isabel kloumann
TRANSCRIPT
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Penalize Mistakes
Reward Success
Is this a cat?
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iOSAndroid
Data ScienceMachine Learning
Product GenSystemsResume Model Recruiter Recruiter actions
Penalize Mistakes
Reward Success
What are your ML priorities?
Less data needed
More data needed
Transparent
Opaque“black box”
Less flexible, Less accurate
More flexible,More accurate
Logistic regression
Decision trees
Random forests
Neural nets
Deep neural nets
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Algorithms & Fairness
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CalibrationConsistency
Clarity
Source
Engage
Evaluate