Fraud & Risk

Approaches and Hurdles to Machine Learning

Aaron Boyd - Emailage

Presentation

Machine learning is able to recognizing patterns in data and spot anomalies in those patterns, making it a great fraud prevention solution. This presentation looks at how past barriers with machine learning have been overcome and why having the right data is critically important when deploying a machine learning solution. Emailage then shares how they are identifying trends among -- and linkages between -- email addresses. The overview concludes with a review of four eCommerce use cases that are ideal candidates for machine learning applications.

Approaches and Hurdles to Machine Learning


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