Experian: Scalable and Flexible Machine Learning Batch Transformation

Опубликовано 28 мая 2024, 17:40

Experian Ascend Ops is a self-service MLOps platform that enables financial services customers to rapidly develop, test, and deploy machine learning models using Experian data. Once in production, customers can calculate features and score models in real-time or batch. In this episode of This Is My Architecture, Experian walks through how they built their event driven batch transformation capability on AWS. It covers triggering batch jobs, loading data , executing models, and saving results to S3.

Check out more resources for architecting in the #AWS​​​ cloud:
amzn.to/2ZIbygO

#AWS #AmazonWebServices #CloudComputing #ThisIsMyArchitecture #MLOps #BatchTransfomation