What is the role of ETL in AI?
An example of an AI chatbot conversation about the importance of ETL in AI processes.
What is the role of ETL in AI?
ETL stands for Extract, Transform, Load. It's crucial in AI for preparing data for analysis.
Can you explain how ETL processes work?
Sure! ETL processes involve extracting data from various sources, transforming it into a suitable format, and loading it into a data warehouse.
Why is data transformation important in AI?
Data transformation ensures that the data is clean, consistent, and structured, which is essential for accurate AI model training.
What tools are commonly used for ETL?
Common ETL tools include Apache NiFi, Talend, and Informatica, which help automate the ETL process.
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