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DS-200 · Question #17
DS-200 Question #17: Real Exam Question with Answer & Explanation
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Question
When optimizing a function using stochastic gradient descent, how frequently should you update your estimate of the gradient?
Options
- AOnce after every pass through the data set
- BOnce per observation
- CFor each observation with a probability that you choose ahead of time
- DAfter a random number of observations
- EOnce every N observations, where you decide N ahead of time
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