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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. exclude_nan_labels = True
B. enable_voting_ensemble = True
C. task = 'classification'
D. enable_tf = True
E. featurization = 'auto'
Answer: E
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

NEW QUESTION: 2
Scenario: An application that renders locally and creates a large number of temporary files on the local drive is installed on the Desktop OS machines. A Citrix Engineer creates a vDisk in Private mode with this application installed. The engineer is in the process of updating a vDisk from Private mode to Standard mode and needs to determine the write cache type.
Which cache type would provide the best performance in this scenario?
A. Cache on server persisted
B. Cache on server
C. Cache in device RAM with overflow on hard disk
D. Cache on device hard drive
Answer: C

NEW QUESTION: 3
ランサムウェアウイルスの脅威が企業データの人質を暗号化して保持している場合、Amazon S3バケットを保護するにはどのアクションを実行する必要がありますか？
A. バケットの投稿、書き込み、削除を拒否します
B. バケットでAmazon S3バージョン管理を有効にします
C. バケットでサーバー側の暗号化を有効にします
D. バケットのスナップショットを有効にします
Answer: C

NEW QUESTION: 4
技術者がネットワークを監視していて、ビジネスワークフローに大きな混乱を引き起こす可能性のある停止が発生したことに気づきました。技術者は次のうちどれを行う必要がありますか？ ！*：
A. アクションプランを作成し、ソリューションを実装します
B. 問題とそのビジネスへの影響を特定します。
C. 根本原因アナリストを開始し、ドキュメントを作成します
D. 意識を高めるために、適切なチームまたは管理者にインシデントを報告します。
Answer: B