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Pegasystems PEGACPDS24V1 exam
  • Exam Code: PEGACPDS24V1
  • Exam Name: Certified Pega Data Scientist 24
  • Version: V12.35
  • Q & A: 70 Questions and Answers
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NEW QUESTION: 1
You are evaluating a Python NumPy array that contains six data points defined as follows:
data = [10, 20, 30, 40, 50, 60]
You must generate the following output by using the k-fold algorithm implantation in the Python Scikit-learn machine learning library:
train: [10 40 50 60], test: [20 30]
train: [20 30 40 60], test: [10 50]
train: [10 20 30 50], test: [40 60]
You need to implement a cross-validation to generate the output.
How should you complete the code segment? To answer, select the appropriate code segment in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: k-fold
Box 2: 3
K-Folds cross-validator provides train/test indices to split data in train/test sets. Split dataset into k consecutive folds (without shuffling by default).
The parameter n_splits ( int, default=3) is the number of folds. Must be at least 2.
Box 3: data
Example: Example:
>>>
>>> from sklearn.model_selection import KFold
>>> X = np.array([[1, 2], [3, 4], [1, 2], [3, 4]])
>>> y = np.array([1, 2, 3, 4])
>>> kf = KFold(n_splits=2)
>>> kf.get_n_splits(X)
2
>>> print(kf)
KFold(n_splits=2, random_state=None, shuffle=False)
>>> for train_index, test_index in kf.split(X):
print("TRAIN:", train_index, "TEST:", test_index)
X_train, X_test = X[train_index], X[test_index]
y_train, y_test = y[train_index], y[test_index]
TRAIN: [2 3] TEST: [0 1]
TRAIN: [0 1] TEST: [2 3]
References:
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.KFold.html

NEW QUESTION: 2
What does the disableHideRow property provide on the Data View control?
A. The property does not allow the user to hide response documents, but requires collapsibleRows="true" to be set.
B. The property automatically shows response documents and does not allow the user to hide them.
C. The property automatically shows the details facet and does not allow the user to hide the detail.
D. The property does not allow the user to hide the detail, but requires expandedDetail="true" to be set.
Answer: C

NEW QUESTION: 3
会社がオンプレミスで実行しているMicrosoft SharePointの大規模な展開で、Microsoft Windows共有ファイルストレージが必要です。同社はこのワークロードをAWSクラウドに移行したいと考えており、さまざまなストレージオプションを検討しています。ストレージソリューションは、可用性が高く、アクセス制御のためにActive Directoryと統合する必要があります。
これらの要件を満たすソリューションはどれですか?
A. Amazon S3バケットを作成し、それをボリュームとしてマウントするようにMicrosoft Windows Serverを構成します。
B. 2つのアベイラビリティーゾーンのAWS Storage GatewayファイルゲートウェイにSMBファイル共有を作成します。
C. Amazon EFSストレージを構成し、認証用のActive Directoryドメインを設定します。
D. AWSでWindowsファイルサーバー用のAmazon FSxファイルシステムを作成し、認証用にActive Directoryドメインを設定します。
Answer: C

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