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NEW QUESTION: 1
During routine surveillance, a regulatory authority sent a company the following communication:
"Hepatotoxicity and suicidal behavior were identified as potential safety issues for the company's product.
The regulatory authority is evaluating these issues to determine the need for any regulatory action."
Which action would be the most appropriate FIRST step for the company to take?
A. Repeat the Hepatotoxicity tests and send the results to the regulatory authority.
B. Contact the regulatory authority to argue that its conclusions are wrong.
C. Wait for the regulatory authority's final publication on its findings.
D. Contact the regulatory authority to discuss its findings.
Answer: D
NEW QUESTION: 2
You are developing a back-end Azure App Service that scales based on the number of messages contained in a Service Bus queue.
A rule already exists to scale up the App Service when the average queue length of unprocessed and valid queue messages is greater than 1000.
You need to add a new rule that will continuously scale down the App Service as long as the scale up condition is not met.
How should you configure the Scale rule? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Service bus queue
You are developing a back-end Azure App Service that scales based on the number of messages contained in a Service Bus queue.
Box 2: ActiveMessage Count
ActiveMessageCount: Messages in the queue or subscription that are in the active state and ready for delivery.
Box 3: Count
Box 4: Less than or equal to
You need to add a new rule that will continuously scale down the App Service as long as the scale up condition is not met.
Box 5: Decrease count by
NEW QUESTION: 3
You plan to use automated machine learning to train a regression model. You have data that has features which have missing values, and categorical features with few distinct values.
You need to configure automated machine learning to automatically impute missing values and encode categorical features as part of the training task.
Which parameter and value pair should you use in the AutoMLConfig class?
A. enable_voting_ensemble = True
B. enable_tf = True
C. featurization = 'auto'
D. exclude_nan_labels = True
E. task = 'classification'
Answer: C
Explanation:
Explanation
Featurization str or FeaturizationConfig
Values: 'auto' / 'off' / FeaturizationConfig
Indicator for whether featurization step should be done automatically or not, or whether customized featurization should be used.
Column type is automatically detected. Based on the detected column type preprocessing/featurization is done as follows:
Categorical: Target encoding, one hot encoding, drop high cardinality categories, impute missing values.
Numeric: Impute missing values, cluster distance, weight of evidence.
DateTime: Several features such as day, seconds, minutes, hours etc.
Text: Bag of words, pre-trained Word embedding, text target encoding.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig.auto
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