Webinar - Fraud Detection - Palombo (20160428)
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Transcript of Webinar - Fraud Detection - Palombo (20160428)
Dato Confidential2
Agenda• Who is Dato?• Data science workflow• What is fraud?• Live demo using real data – exciting!• Questions
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Dato: We Intelligent Applications
45+ and growing fast!
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Customers
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Data Science workflowIngest Transfor
mModel Deplo
yUnstructured Data
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What is fraud?“Fraud is as old as humanity itself and
can take an unlimited variety of different forms”
• Insurance fraud• Credit Card cashbacks• Money laundering • Telecommunication fraud• Etc…6
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Fraud Detection
• Classification • Graph Analytics• Time Series Analysis• Anomaly Detection• Etc…
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Fraud Detection demo – using real world data!
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Summary• Fraud detection has actionable commercial value.• Many different methods to be tried.• Easy exploration, modeling, and deployment of
data using GraphLab Create.
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Our machine learning course
https://www.coursera.org/learn/ml-foundations
