A collection of SQL projects demonstrating database design, data analysis, and ETL processes.
Analysis of higher education return on investment using comprehensive student loan considerations.
- Dimensional data modeling
- Complex ETL pipeline
- Financial calculations and ROI analysis
- Demographic analysis
- Interactive dashboards
- PostgreSQL
- Python (pandas, psycopg2)
- ETL automation
- Customer segmentation
- Inventory management
- Sales prediction
- Vendor performance analysis
- Patient records management
- Treatment tracking
- Insurance claims processing
- Staff scheduling
- Account management
- Transaction processing
- Fraud detection
- Reporting system
- Dimensional modeling
- Normalization
- Indexing strategies
- Constraints and relationships
- Complex JOIN operations
- Window functions
- CTEs and subqueries
- Performance optimization
- Stored procedures and functions
- Statistical calculations
- Trend analysis
- Financial modeling
- Report generation
- Query optimization
- Database maintenance
- Documentation
- Version control
- Install PostgreSQL
- Create new database
- Run schema creation scripts
- Import sample data
sql_projects/
├── education_roi_analysis/
│ ├── schema/
│ ├── queries/
│ └── etl/
├── retail_analytics/
└── healthcare_operations/
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This project is licensed under the MIT License - see the LICENSE file for details.