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Awesome Tips For Agile Data Science Research, All Data Scientist Should Know
- What is the KPI that we are optimizing? This is maybe the most important question in the project, the KPI must be measurable with a test set but also as correlative as possible to the business KPI.
- What is the evaluation method? What is the size of the test-set? Do we need time series split/group split?