apply(risk) 2023 | Workshop: How to Build a Real-Time Fraud Detection Application With a Feature Platform
by:
Vince Houdebine, Sr. Solution Architect, Tecton
In this workshop, we'll show how to build a real-time fraud detection system using Tecton’s Feature Platform. We'll walk through the process of building, deploying, and serving real-time data pipelines.
We’ll present common architectural patterns and explore three categories of features you’ll typically need in your real-time fraud model:
Batch pre-computed features
Streaming based features
Real-time features
You will learn how to:
Build new features
Automate the transformation of batch data
Automate the transformation of streaming and real-time data
Create training datasets
Serve data online using DynamoDB or Redis
Build fraud detection system using Tecton
apply(): The ML data engineering Conference
Presented by Tecton
Connect with us:
Slack: slack.feast.dev/
LinkedIn: / tectonai
Twitter: / tectonai