How to build a serverless real-time credit card fraud detection solution

Опубликовано 3 марта 2021, 17:00

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Learn how to use serverless tools on Google Cloud to build a real time credit card fraud detection solution.

This is a step-by-step video that explores the credit card fraud detection pattern in this and helps walk you through the entire process of building such a system in your organization.

You will learn how to:
- Prepare the training data on BigQuery
- Train and evaluate the fraud detection model using BigQuery ML
- Build a streaming pipeline for online predictions on new transactions using Dataflow and AI Platform
- Set up fraud notifications using Pub/Sub
- Visualize using operational dashboards using Data Studio

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product: Cloud - Data Analytics - BigQuery, Cloud - Data Analytics - PubSub, Cloud - Data Analytics - Dataflow, Cloud - Data Analytics - Google Data Studio; fullname: Polong Lin, Pavan Kumar Kattamuri, Eshan Tyagi;