What is ETL in an AI workplace?
ETL in AI refers to extracting data from various sources, transforming it into a suitable format, and loading it into a target system (like a data warehouse or AI model). ETL is crucial for preparing data for analysis and machine learning in AI contexts.
Benefits of ETL in AI
- Ensures data quality and consistency for AI models
- Enables integration of diverse data sources
- Supports data preprocessing for machine learning
- Facilitates efficient data storage and retrieval
- Enhances data governance and compliance efforts