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NEW QUESTION: 1
You have a dataset created for multiclass classification tasks that contains a normalized numerical feature set with 10,000 data points and 150 features.
You use 75 percent of the data points for training and 25 percent for testing. You are using the scikit-learn machine learning library in Python. You use X to denote the feature set and Y to denote class labels.
You create the following Python data frames:
You need to apply the Principal Component Analysis (PCA) method to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
How should you complete the code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: PCA(n_components = 10)
Need to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
Example:
from sklearn.decomposition import PCA
pca = PCA(n_components=2) ;2 dimensions
principalComponents = pca.fit_transform(x)
Box 2: pca
fit_transform(X[, y])fits the model with X and apply the dimensionality reduction on X.
Box 3: transform(x_test)
transform(X) applies dimensionality reduction to X.
References:
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html

NEW QUESTION: 2
Refer to the exhibit.

Assume that a packet being optimized by SH10 incorrectly ends up on SH11 (due to load balancing error, or similar). How can you ensure that this packet is correctly returned to SH10?
A. Enable Connection Forwarding
B. Enable destination IP hash and source port hash
C. Use fixed-target rules explicitly at SH12 to peer to SH10
D. Enable destination IP hash and destination port hash
E. Enable destination IP hash and source IP hash
F. Set the WCCP weight of SH10 to be higher than that of SH11
Answer: A

NEW QUESTION: 3
조직에서 권한이없는 사람이 SFTP (Secure File Transfer Protocol) 서버에 액세스하여 출시되지 않은 게임을 다운로드 했음을 발견했습니다. 최근의 보안 감사는 조직의 일부 IT (일반 정보 기술) 제어, 특히 소프트웨어 변경 제어 및 보안 패치 관리와 관련이 있지만 다른 제어 영역에서는 약점을 발견했습니다.
다음 중 보안 침해에 가장 많이 사용되는 공격 경로는 무엇입니까?
A. 복잡한 규칙이 없는 약한 암호
B. 사이트 간 스크립팅 (XSS)
C. 버퍼 오버 플로우
D. 분산 서비스 거부 (DDoS)
Answer: C

NEW QUESTION: 4
Which two options are solutions and features of campus and branch threat-centirc solution? (Choose two)
A. Behavioral indication of compromise
B. File retrospection and trajectory
C. Enabled and protected investment
D. Network analytics
E. NGFW and NGIPS
Answer: A,E