Documentation
Data Patterns Documentation
Comprehensive guides and examples for modern data engineering patterns, Python techniques, and analytics best practices.
Python & Pandas
Master data manipulation, analysis, and visualization with Python's powerful data ecosystem.
- Advanced Pandas techniques
- Performance optimization
- Real-world examples
SQL & T-SQL
Learn query patterns, optimization techniques, and database best practices.
- Advanced query patterns
- Performance tuning
- Database design
Azure & Cloud
Cloud data engineering patterns and Azure-specific implementations.
- Azure Data Services
- Cloud architecture
- Data pipelines
What You'll Learn
Practical Examples
Real-world code samples and use cases
Performance Tips
Optimization techniques and best practices
Best Practices
Industry standards and recommendations
- Modern data engineering patterns
- Python and Pandas advanced techniques
- SQL optimization and best practices
- Cloud analytics with Azure
- Performance optimization strategies
- Real-world data processing examples
Start with any section that interests you - each guide includes practical examples and code you can run immediately.