What is Data Warehousing in an AI workplace?
A data warehouse is a centralized repository for structured, filtered data processed for a specific purpose. In AI, data warehouses often serve as a crucial source of clean, organized data for analysis and model training.
Benefits of Data Warehousing
- Provides a consistent, unified view of organizational data
- Supports complex querying and analysis for AI applications
- Improves data quality and reliability for AI models
- Enables historical analysis and trend identification
- Facilitates faster decision-making through readily available data