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dimension-tables

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This is an MSSQL Data Warehouse and manual ETL demo on a specially formatted Water Quality dataset from DEFRA, UK. It is a personal academic-grade exercise to explore the basic concepts of data warehousing and manual ETL process from an academic perspective.

  • Updated Mar 19, 2025
  • Jupyter Notebook

In this project, I'll apply what I've learned on data modeling with Postgres and build an ETL pipeline using Python. To complete the project, I will define the fact and dimension tables for a star schema for a particular analytic focus, and write an ETL pipeline that transfers data from files in two local directories into these tables in Postgre…

  • Updated Oct 24, 2021
  • Jupyter Notebook

This is an Oracle DB Data Warehouse and manual ETL demo on a specially formatted Water Quality dataset from DEFRA, UK. It is a personal academic-grade exercise to explore the basic concepts of data warehousing and manual ETL process from an academic perspective.

  • Updated Mar 19, 2025
  • Jupyter Notebook
VelociMart-Sales-Dashboard

This project showcases how i helped VelociMart shift from Excel-based reporting to a robust data infrastructure using SQL Server and Tableau. Built around Sales, Customers, and Products Data Marts, it follows the Medallion Architecture (Bronze → Silver → Gold) to deliver clean, analysis-ready views for effective business insights.

  • Updated Apr 28, 2025
  • TSQL

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