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Personalization

3 articles on personalization

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6 min read

AI-Powered Personalization at Scale: From Segments to Individuals

Traditional segmentation is dead. Learn how to build individual-level personalization systems with embeddings, real-time inference, and behavioral prediction models that adapt to every user.

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5 min read

Embedding-Based Recommendation Systems: Beyond Collaborative Filtering

Build recommendation engines that understand semantic similarity, work with cold-start users, and deliver personalized experiences from day one using embeddings.

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4 min read

Building Personalization Engines: How Netflix, Spotify, and Amazon Serve Unique Experiences at Scale

Generic experiences convert at 2-3%. Personalized experiences convert at 8-15%. Learn how to build recommendation systems and personalization engines that scale to millions of users.

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