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NEW QUESTION: 1
テーブルのプライマリパーティションキーとしてCustomerIDを使用してDynamoDBテーブルを作成しました。
あなたは特定のZipCodeに住んでいるすべての顧客を見つける必要があります。これをどのように設定しますか？
正しい答えを選びなさい：
A. 郵便番号が多く、顧客が多数あり、CustomerIDをグローバル副次索引に変更するため、ローカル副次索引のパーティションキーとしてZipCodeを使用します。
B. 郵便番号が非常に多く、顧客も多くなるため、ローカル副次索引のパーティションキーとしてZipCodeを使用します。
C. プライマリパーティションキーをZipCodeに変更し、CustomerIDをグローバルセカンダリインデックスとして使用します。
D. 郵便番号がたくさんあり、また多くの顧客がいるので、グローバル副次索引のパーティションキーとしてZipCodeを使用します。
Answer: D
Explanation:
Global secondary indexes are particularly useful for tracking relationships between attributes that have a lot of different values. For example, you could create a DynamoDB table with CustomerID as the primary partition key for the table and ZipCode as the partition key for a global secondary index, since there are a lot of zip codes and since you will probably have a lot of customers.
Using the primary key, you could quickly get the record for any customer. Using the global secondary index, you could efficiently query for all customers that live in a given zip code.
Reference:
https://aws.amazon.com/dynamodb/faqs/
NEW QUESTION: 2
Azure Machine Learningワークスペースには、real_estate_dataという名前のデータセットがあります。データセット内のデータのサンプルは次のとおりです。
自動機械学習を使用して、価格列を予測するための最適な回帰モデルを見つけたいと考えています。
Azure Machine Learning SDKを使用して、自動機械学習実験を構成する必要があります。
コードをどのように完成させる必要がありますか？回答するには、回答領域で適切なオプションを選択します。
注：正しい選択はそれぞれ1ポイントの価値があります。
Answer:
Explanation:
Explanation:
Box 1: training_data
The training data to be used within the experiment. It should contain both training features and a label column (optionally a sample weights column). If training_data is specified, then the label_column_name parameter must also be specified.
Box 2: validation_data
Provide validation data: In this case, you can either start with a single data file and split it into training and validation sets or you can provide a separate data file for the validation set. Either way, the validation_data parameter in your AutoMLConfig object assigns which data to use as your validation set.
Example, the following code example explicitly defines which portion of the provided data in dataset to use for training and validation.
dataset = Dataset.Tabular.from_delimited_files(data)
training_data, validation_data = dataset.random_split(percentage=0.8, seed=1) automl_config = AutoMLConfig(compute_target = aml_remote_compute, task = 'classification', primary_metric = 'AUC_weighted', training_data = training_data, validation_data = validation_data, label_column_name = 'Class' ) Box 3: label_column_name label_column_name:
The name of the label column. If the input data is from a pandas.DataFrame which doesn't have column names, column indices can be used instead, expressed as integers.
This parameter is applicable to training_data and validation_data parameters.
Incorrect Answers:
X: The training features to use when fitting pipelines during an experiment. This setting is being deprecated. Please use training_data and label_column_name instead.
Y: The training labels to use when fitting pipelines during an experiment. This is the value your model will predict. This setting is being deprecated. Please use training_data and label_column_name instead.
X_valid: Validation features to use when fitting pipelines during an experiment.
If specified, then y_valid or sample_weight_valid must also be specified.
Y_valid: Validation labels to use when fitting pipelines during an experiment.
Both X_valid and y_valid must be specified together.
exclude_nan_labels: Whether to exclude rows with NaN values in the label. The default is True.
y_max: y_max (float)
Maximum value of y for a regression experiment. The combination of y_min and y_max are used to normalize test set metrics based on the input data range. If not specified, the maximum value is inferred from the data.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-automl-client/azureml.train.automl.automlconfig.automlconfig?view=azure-ml-py
NEW QUESTION: 3
A. 0
B. 1
C. 2
D. 3
Answer: C
Explanation:
Based on the RAID calculators, in order to do a parity drive (raid 5) of 600GB will require at least 4 drives.
References: http://technet.microsoft.com/en-us/library/hh831391.aspx http://www.ibeast.com/content/tools/RaidCalc/RaidCalc.asp http://www.raid-calculator.com/default.aspx https://www.icc-usa.com/raid-calculator