Upload
turi-inc
View
188
Download
2
Embed Size (px)
Citation preview
Dato Confidential2
Agenda• Who is Dato?• Data science workflow• What is fraud?• Live demo using real data – exciting!• Questions
Dato Confidential3
Dato: We Intelligent Applications
45+ and growing fast!
Dato Confidential4
Customers
Dato Confidential
Data Science workflowIngest Transfor
mModel Deplo
yUnstructured Data
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
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 exploration, modeling, and deployment of
data using GraphLab Create.
Dato Confidential10
Our machine learning course
https://www.coursera.org/learn/ml-foundations