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Building a Movie Recommendation System on Tecton with Snowflake

Posted Jun 14, 2022 | Views 800
# Tecton
# Snowflake
# Movie Recommendation System
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David Hershey
Member of Technical Staff @ Anthropic

David Hershey devoted most of his career to machine learning infrastructure and trying to abstract away the hairy systems complexity that gets in the way of people building amazing ML applications.

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SUMMARY

Tecton integrates with Snowflake and enables data teams to process ML features and serve them in production quickly and reliably, without building custom data pipelines.

David shows how to build an end-to-end movie recommendation system using a feature platform in three stages:

  • Batch, daily computed, recommendations
  • Online recommendations using batch features
  • Online recommendations using real-time features
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