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A retail customer is looking at ways to reduce power requirements. They are considering deploying two hundred IBM HS23 blades running Red Hat Linux in the IBM BladeCenter H chassis. The customer has already chosen Intel low power CPUs. The customer requires 45GB of storage. Which of the following on-board storage option allows the customer to reduce power consumption of each blade?
A. One 50GB SATA 1.8 inch SSD
B. Two 50GB SATA 2.5 inch SSD
C. Two 73GB 10K SAS HDD SFF
D. Two 31GB SATA 2.5 inch SSD
Answer: B
Which Power Systems software product provides virtualization management and integrates with other higher-level cloud managers based on OpenStack technology?
A. Power Systems Solution Edition for Cloud
B. CAPI
C. PowerVC
D. PowerSC
Answer: C
A. 172.20.20.1
B. 172.20.10.1
C. 172.20.30.1
D. 172.20.40.1
Answer: A
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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