Key considerations for transformation phase:
- What is the ROI of transformation?
- What is the associated business value?
- Is the transformation as simple and self-isolated as possible?
- What business rules do the transformations support?
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Am I minimizing data movement between the transformation and the storage system during transformation?
Sometimes data scientists decide the way data needs to be transformed