Dataset and label checks · Question 16 of 60
Why is dataset constraint testing usually automated?
1 answer is correct. Easy
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Answer
- D Because of the scale of the activity and the large datasets, ideally as part of the data pipeline
Explanation
Testing against the constraints can be performed manually, but the scale and size of the datasets usually require automation as part of the data pipeline. The tool can then provide reports to data scientists (training data anomalies) or to operations staff (operational data problems).