Estuary

Real-time Data Products with Estuary - Ad Performance

TUTORIALS9/13/2024

In this detailed demo, Dani shows you how to build a real-time data product using Estuary. Learn how to capture and process data from a PostgreSQL database using Change Data Capture (CDC) and stream it into Snowflake for real-time ad performance calculations. This tutorial covers how to join and transform data using Estuary’s derivations and materialize the final output into Snowflake. Follow along as we work with ad clicks and impressions to perform transformations in real-time!

00:00 - Introduction: Real-Time Data Product with Postgres and Snowflake
01:30 - Setting Up Postgres CDC with Estuary Flow
04:45 - Defining Derivations for Real-Time Transformations
09:45 - Materializing Data into Snowflake
12:03 - Real-Time Ad Performance Calculation in Snowflake
12:46 - Conclusion: Wrap-up and Further Resources

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