Implement SCD Type 2 using Dynamic Tables in Snowflake | Step-by-Step Tutorial
Hey everyone! Welcome back to Cloud Learning Yard in this video, I’ll walk you through how to implement Slowly Changing Dimension (SCD) Type 2 in Snowflake using the new Dynamic Table feature.
If you’ve watched my previous videos, you already know we implemented SCD Type 2 using Streams and Tasks but after Snowflake introduced Dynamic Tables, things have become way simpler, automated, and much easier to maintain.
In this video, you’ll learn 👇
✅ What is SCD (Slowly Changing Dimension) and why it’s important in Data Warehousing
✅ The difference between SCD Type 1 and SCD Type 2
✅ How Dynamic Tables simplify SCD implementation
✅ Step-by-step implementation of SCD Type 2 in Snowflake
✅ How to create a real-time pipeline using:
➡ CUSTOMER_STG (Staging Table)
➡ CUSTOMER_SCD2 (Dynamic Table for SCD Type 2)
➡ CUSTOMER_SCD1 (Dynamic Table for SCD Type 1)
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