Cloud Data Analytics Notes
This public note summarizes general cloud data analytics topics.
Core Topics
- Data warehouse, data lake, and lakehouse concepts
- Batch and streaming data processing
- Data quality and validation
- Data governance and access control
- Pipeline orchestration
- Cost and performance optimization
- Migration planning and reconciliation
General Review Framework
Use these dimensions when reviewing data architecture:
Data Quality
Security
Scalability
Reliability
Maintainability
Cost