Data Science Task

A Data Science Task is a science task that optimizes data-driven decision-making tasks.

• Context:
  • It can be solved by a Data Science System.
  • It can be designed by a Data Scientist.
  • It can (often) involve A-B Testing, Data Mining, Predictive Modeling, ...
• Example(s):
  • “Prototype a pCTR() predictive model. What performance measure should we use?”
  • “How do we evaluate the impact of this change on revenue? Could we use a cross-over experiment?”
• Counter-Example(s):
  • a Data Engineering Task.
  • a Data Modeling Task.
  • a Software Programming Task.
• See: Machine Learning Task, Statistical Analysis Task, Business Intelligence Task.

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