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In this video I have explained what is Slowly Changing Dimension tables. Why do we need it and how do we create it ?
We will also talk about Table design consideration for SCD tables and how do we implement SCD-1, SCD-2 & SCD-3 tables using SQL.
A Dimension table stores attributes and descriptive details about the measures calculated in the Fact tables. With time it is expected that some changes will happen to these attributes stored in the Dimension tables. Hence the word “Changing“.
However those changes may not be very frequent. Thereby adding the word “Slowly“.
The Dimension table which is expecting some changes over time is called Slowly Changing Dimension.
Link to the blog referred in the video:
Video Timeline:
00:00 Introduction
00:50 SCD Definition
01:40 Different Types of SCD - 1,2,3
05:00 SCD Implementation - Table design consideration
10:40 SCD Implementation - SQL Update & Insert
15:15 Day 1 - Staging
15:57 Day 1 - SCD-1
16:39 Day 1 - SCD-2
17:00 Day 1 - SCD-3
18:00 Day 2 - Staging
18:38 Day 2 - SCD-1
19:43 Day 2 - SCD-2
21:55 Day 2 - SCD-3
23:06 Day 3 - Staging
23:24 Day 3 - SCD-1
24:08 Day 3 - SCD-2
25:08 Day 3 - SCD-3
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