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Dato Confidential1
Fraud Detection Webinar
Alon Palombo
Data Scientist
alon@dato.com
Dato Confidential2
Agenda
• Who is Dato?
• Data science workflow
• What is fraud?
• Live demo using real data – exciting!
...
Dato Confidential3
Dato: We Intelligent Applications
45+ and growing fast!
Dato Confidential4
Customers
Dato Confidential
Data Science workflow
Ingest Transform Model Deploy
Unstructured Data
Dato Confidential6
What is fraud?
“Fraud is as old as humanity itself and
can take an unlimited variety of different forms...
Dato Confidential7
Fraud Detection
• Classification
• Graph Analytics
• Time Series Analysis
• Anomaly Detection
• Etc…
Dato Confidential
Fraud Detection demo – using real world data!
Dato Confidential9
Summary
• Fraud detection has actionable commercial value.
• Many different methods to be tried.
• Easy...
Dato Confidential10
Our machine learning course
https://www.coursera.org/learn/ml-foundations
Dato Confidential
Questions?
alon@dato.com
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Webinar - Fraud Detection - Palombo (20160428)

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Webinar - Fraud Detection - Palombo (20160428)

  1. 1. Dato Confidential1 Fraud Detection Webinar Alon Palombo Data Scientist alon@dato.com
  2. 2. Dato Confidential2 Agenda • Who is Dato? • Data science workflow • What is fraud? • Live demo using real data – exciting! • Questions
  3. 3. Dato Confidential3 Dato: We Intelligent Applications 45+ and growing fast!
  4. 4. Dato Confidential4 Customers
  5. 5. Dato Confidential Data Science workflow Ingest Transform Model Deploy Unstructured Data
  6. 6. Dato Confidential6 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
  7. 7. Dato Confidential7 Fraud Detection • Classification • Graph Analytics • Time Series Analysis • Anomaly Detection • Etc…
  8. 8. Dato Confidential Fraud Detection demo – using real world data!
  9. 9. Dato Confidential9 Summary • Fraud detection has actionable commercial value. • Many different methods to be tried. • Easy exploration, modeling, and deployment of data using GraphLab Create.
  10. 10. Dato Confidential10 Our machine learning course https://www.coursera.org/learn/ml-foundations
  11. 11. Dato Confidential Questions? alon@dato.com
  • cunniet1

    Jul. 25, 2016

Presented by Alon Palombo

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