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Build a news recommender application with Amazon Personalize

Machine Learning Blog

This article describes how to build a scalable news recommender application using Amazon Personalize.

Specifically, the article covers:

  • Solution overview and architecture for a news recommender using Amazon Personalize
  • Prerequisites and steps to ingest and prepare data for training models
  • How to train recommendation models (User Personalization and Trending Now) using Amazon Personalize
  • Generating real-time recommendations and handling just-published articles
  • Generating batch recommendations for email digests using AWS Step Functions
  • Scaling strategies for the recommender system
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