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NEW QUESTION: 1
You plan to use the Hyperdrive feature of Azure Machine Learning to determine the optimal hyperparameter values when training a model.
You must use Hyperdrive to try combinations of the following hyperparameter values. You must not apply an early termination policy.
learning_rate: any value between 0.001 and 0.1
* batch_size: 16, 32, or 64
You need to configure the sampling method for the Hyperdrive experiment Which two sampling methods can you use? Each correct answer is a complete solution.
NOTE: Each correct selection is worth one point.
A. Random sampling
B. Bayesian sampling
C. No sampling
D. Grid sampling
Answer: A,B
Explanation:
Explanation
C: Bayesian sampling is based on the Bayesian optimization algorithm and makes intelligent choices on the hyperparameter values to sample next. It picks the sample based on how the previous samples performed, such that the new sample improves the reported primary metric.
Bayesian sampling does not support any early termination policy
Example:
from azureml.train.hyperdrive import BayesianParameterSampling
from azureml.train.hyperdrive import uniform, choice
param_sampling = BayesianParameterSampling( {
"learning_rate": uniform(0.05, 0.1),
"batch_size": choice(16, 32, 64, 128)
}
)
D: In random sampling, hyperparameter values are randomly selected from the defined search space. Random sampling allows the search space to include both discrete and continuous hyperparameters.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
NEW QUESTION: 2
Which of the following is false?
A. The IRR and NPV rules do not always give the same project rankings.
B. All of these answers.
C. A project with a higher IRR is always preferable to a project with a lower IRR.
D. Both IRR and NPV rules are based on cash flow discounting.
Answer: C
Explanation:
Explanation/Reference:
Explanation:
You should always use the NPV criterion for selecting projects. The IRR method can give project rankings different from the NPV criterion depending on the type of cash flows of the project as well as the cost of capital involved. Further, a project with a higher NPV at the project's cost of capital can have a lower IRR than another project with lower NPV. Therefore, (III) is false.
NEW QUESTION: 3
You have an Azure environment that contains 10 web apps.
To which URL should you connect to manage all the Azure resources? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
