Lakshmi Randall, Director of Product Marketing at Denodo, discusses what consitutes "data preparation" in her article for Solutions Review and the best data integration platforms to use; "Examples include data integration platforms that incorporate ETL or data virtualization, Excel or dedicated tools for data preparation, data discovery, and/or self-service BI."
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