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NEW QUESTION: 1
What does the risk framework add to an object (user, server or other type) to indicate increased risk?
A. An aggregation.
B. A risk profile.
C. An urgency.
D. A numeric score.
Answer: A
NEW QUESTION: 2
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: 3
솔루션 아키텍트가 하루에 한 번 실행되고 완료하는 데 최대 2 시간이 소요될 수있는 데이터 처리 작업을 생성하고 있습니다. 작업이 중단 된 경우 처음부터 다시 시작해야합니다. 솔루션 아키텍트가 이 문제를 가장 비용 효율적인 방식으로 해결하는 방법 ?
A. Amazon EventBridge (Amazon CloudWatch Events} 예약 이벤트에 의해 트리거 되는 AWS Lambda 함수 생성
B. Amazon EventBridge (Amazon CloudWatch Events) 예약 이벤트에 의해 트리거 된 Amazon Elastic Container Service (Amazon ECS) Fargate 작업을 사용합니다.
C. 크론 작업에 의해 트리거 되는 Amazon EC2 예약 인스턴스에서 로컬로 실행되는 스크립트를 생성합니다.
D. Amazon EventBridge (Amazon CloudWatch Events) 예약 이벤트에 의해 트리거 된 Amazon EC2에서 실행되는 Amazon Elastic Container Service (Amazon ECS) 작업을 사용합니다.
Answer: B
NEW QUESTION: 4
Which of the following organizations certifies WLAN product compatibility and interoperability between vendors by providing certification testing?
A. Wi-Fi Alliance
B. CCX
C. ETSI
D. FCC
E. IEEE
Answer: A