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NEW QUESTION: 1
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. task = 'classification'
B. enable_tf = True
C. enable_voting_ensemble = True
D. exclude_nan_labels = True
E. featurization = 'auto'
Answer: E
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.automlconfig
NEW QUESTION: 2
You have a SharePoint Server 2010 Service Pack 1 (SP1) server farm. You need to be
notified if the server farm account is used for service App1ications in the server farm.
What should you do?
A. From Reporting, click View Administrative reports and set an alert.
B. From Health Analyzer, click Review problems and solutions and set an alert.
C. From Reporting, click View Web analytics reports and set an alert.
D. From Health Analyzer, click Review Rule definitions and set an alert.
Answer: A
Explanation:
http://technet.microsoft.com/en-us/library/ee663488.aspx Microsoft SharePoint Server 2010 includes a new tool named SharePoint Health Analyzer that enables you to diagnose and resolve configuration, performance, and usage problems.
SharePoint Health Analyzer runs predefined health rules against servers in the farm. A health rule runs a test and returns an alert that tells you the outcome of the test. You can use Central Administration to view alerts and resolve problems. http://technet.microsoft.com/en-us/library/ff805066.aspx
NEW QUESTION: 3
An important element of data quality is security in preventing unauthorized access, corruption, misuse, and loss of data. Both technical and procedural methods will bed used with the CPR to control and manage confidential information. An example of a procedural method for protecting data is
A. computer backup systems
B. confidentiality statements signed by all staff.
C. auditing capability of system to track data access.
D. limiting access of certain screens based on the staff's need to know.
Answer: B
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