advancedData / Analytics

Design Analytics Data Model

Structure a dimensional model for a new analytics use case with fact and dimension tables

Scenario

You need to design a data model for tracking customer subscription metrics across products and time

4

Steps

50

Points

~45

Min saved

What You'll Practice

4 steps with hands-on AI practice using synthetic data.

1

Identify Business Questions

List the key questions stakeholders need answered from this data

2

Define Fact Table

Determine the grain and measures for your fact table

3

Design Dimension Tables

Identify dimensions and their attributes that slice the facts

4

Create ERD and Schema

Generate SQL DDL statements for the star schema

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Expected Outcome

Complete dimensional model with fact table, dimension tables, relationships, and SQL DDL ready to implement

data-modelingdimensional-modelinganalyticssqldata-warehouse

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