This project represents a complete, industry standard, end-to-end data analytics workflow. The project encompasses all critical stages of data analysis, from data preparation and modeling to insight generation, visualization, and reporting.
📌 Project Overview
The goal of this project is to simulate a corporate-grade end-to-end data analytics workflow, demonstrating the ability to translate raw data into strategic business intelligence by:
✅ Data Preparation,Modeling & Exploratory Data Analysis (Python): Clean and transform the raw dataset for analysis.
✅ Data Analysis (SQL): Simulate business transactions, and run queries to extract insights on customer segments, loyalty, and purchase drivers.
✅ Visualization & Insights (Power BI): Build an interactive dashboard that highlights key patterns and trends, enabling stakeholders to make data-driven decisions.
✅ Report and Presentation: Write a clear project report summarizing your key findings and business recommendations. Prepare a presentation that visually communicates insights and actionable recommendations to stakeholders.
