CompTIA
DY0-001 · Question #72
A data scientist is creating a responsive model that will update a product's daily pricing based on the previous day's sales volume. Which of the following resource constraints is the data…
The correct answer is B. Training time. Because the model must be retrained every day on yesterday's sales data to set today's prices, the time it takes to train the model becomes the critical bottleneck in a responsive, daily-update
Operations and Processes
Question
A data scientist is creating a responsive model that will update a product's daily pricing based on the previous day's sales volume. Which of the following resource constraints is the data scientist's greatest concern?
Options
- ADeployment time
- BTraining time
- CDevelopment time
- DData collection time
How the community answered
(52 responses)- A4% (2)
- B65% (34)
- C19% (10)
- D12% (6)
Explanation
Because the model must be retrained every day on yesterday's sales data to set today's prices, the time it takes to train the model becomes the critical bottleneck in a responsive, daily-update
Topics
#training time#resource constraints#model retraining#deployment cycle
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