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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
A systems administrator is installing a new server in a large datacenter. Which of the following BEST describes the importance of properly positioning servers in the rack to maintain availability?
A. To adhere to cable management standards
B. To allow for visibility of the servers' status indicators
C. To provide consistent air flow
D. To maximize the fire suppression system's efficiency
Answer: C

NEW QUESTION: 3
시스템 관리자가 AWS에서 애플리케이션을 유지 관리하고 있습니다. 애플리케이션이 EC2에 설치되고 사용자가 ELB 및 Auto Scaling을 구성했습니다. 향후로드 증가를 고려할 때 사용자는 새로운 서버를 사전에 시작하여 ELB에 등록 할 계획입니다.
사용자는 Auto Scaling으로 이러한 인스턴스를 어떻게 추가 할 수 있습니까?
A. Auto Scaling 그룹의 최대 한계 증가
B. Auto Scaling 그룹의 최소 한계를 줄입니다.
C. Auto Scaling 그룹의 원하는 용량 늘리기
D. 인스턴스를 수동으로 시작하고 ELB에 즉시 등록
Answer: C
Explanation:
설명
사용자는 Auto Scaling 그룹의 원하는 용량을 늘릴 수 있으며 Auto Scaling은 새 용량에 따라 새 인스턴스를 시작합니다. Auto Scaling 그룹이 ELB로 구성된 경우 새로 시작된 인스턴스는 ELB에 등록됩니다. 사용자가 최소 크기를 줄이면 인스턴스가 Auto Scaling에서 제거됩니다. 최대 크기를 늘리면 인스턴스가 추가되지 않고 최대 인스턴스 한도 만 설정됩니다.
http://docs.aws.amazon.com/AutoScaling/latest/DeveloperGuide/as-manual-scaling.html

NEW QUESTION: 4
Which two options show how regular post-implementation business reviews with the customer assist with governance best practice? (Choose two.)
A. by providing a forum for selling additional products and services
B. by providing a way to regularly review actual performance against targets set and (if necessary) agree mitigating actions
C. by providing a way to develop and enhance the relationship with the customer's business and technical decision makers
D. by providing a forum for learning about new or changed business requirements
Answer: B,D