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Data Transformation Best Practices

Where do you prefer to perform data transformations and why? Should it be done in a data warehouse, or is it best fit for a BI tool? I have a preferred answer, but I'm really interested to hear what customers and experts have to say!

josh by 8 - Cloud Apps
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