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Build an AI-powered course recommender using Amazon Bedrock and AWS End User Messaging
Amazon SES / EUM
February 03, 2026
high impact
AWS Launches AI-Powered Course Recommender Using End User Messaging and WhatsApp AWS has developed an innovative AI-powered course recommendation system that leverages Amazon Bedrock, End User Messaging, and WhatsApp Business API to transform educational technology engagement. The solution enables students to discover and order courses through conversational AI interactions, using semantic search and intelligent routing. By integrating services like Amazon SNS, Lambda, and OpenSearch Serverless, the system provides personalized learning recommendations, automates student support, and generates real-time analytics.
Key Takeaways
- arrow_right_alt Enables course discovery through WhatsApp conversations using AI-powered natural language processing
- arrow_right_alt Implements a decoupled, scalable architecture that can process messages independently and automatically
- arrow_right_alt Utilizes semantic search with Amazon Titan Embeddings to understand user intent beyond keyword matching
- arrow_right_alt Provides personalized course recommendations based on individual student performance and learning requirements
- arrow_right_alt Generates business intelligence through comprehensive interaction analytics
Advanced (300)
Amazon Bedrock
AWS End User Messaging
Education
Serverless
Technical How-to