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PROFESSIONAL-DATA-ENGINEER · Question #160
Your neural network model is taking days to train. You want to increase the training speed. What can you do?
The correct answer is B. Subsample your training dataset. Explanation/Reference: Subsampling is the method to increase the training speed.
Submitted by klara.se· Mar 30, 2026Operationalizing machine learning models
Question
Your neural network model is taking days to train. You want to increase the training speed. What can you do?
Options
- ASubsample your test dataset.
- BSubsample your training dataset.
- CIncrease the number of input features to your model.
- DIncrease the number of layers in your neural network.
How the community answered
(38 responses)- A5% (2)
- B76% (29)
- C16% (6)
- D3% (1)
Explanation
Explanation/Reference: Subsampling is the method to increase the training speed.
Topics
#neural network training#dataset subsampling#training speed optimization#model performance
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