Cloudera
DS-200 · Question #47
DS-200 Question #47: Real Exam Question with Answer & Explanation
Sign in or unlock DS-200 to reveal the answer and full explanation for question #47. The question stem and answer options stay visible for context.
Question
What is the best way to determine the learning rate parameters for stochastic gradient descent when the distribution of the input data shifts over time?
Options
- AThe learning rate should be adjusted periodically based on the setting that optimizes the objective
- BThe learning rate should be fixed number that decays as the number of observations in the data
- CThe learning rate should be the value that optimizes the value of the objective function over the
- DThe learning rate should be a fixed number with a constant decay factor
- EThe learning rate should be continuously adjusted based on the value that optimizes the objective
Unlock DS-200 to see the answer
You've previewed enough free DS-200 questions. Unlock DS-200 for full answers, explanations, the timed quiz mode, progress tracking, and the master PDF. Question stem and options stay visible so you can still see what's on the exam.