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NEW QUESTION: 1
소매 업체에서 기계 학습을 사용하여 신제품을 분류하려고 합니다. 현재 제품의 레이블이 지정된 데이터 세트가 데이터 과학 팀에 제공되었습니다. 데이터 세트에 1,200 개의 제품이 포함되어 있습니다.
제목 크기, 무게 및 가격과 같은 각 제품에 대한 15 가지 기능 각 제품에는 서적, 게임, 전자 제품 및 영화와 같은 6 가지 범주 중 하나에 속하는 것으로 표시되어 있습니다.
교육을 위해 제공된 데이터 세트를 사용하여 신제품을 분류하기 위해 어떤 모델을 사용해야 합니까?
A. objective 매개 변수가 multi로 설정된 XGBoost 모델 : softmax
B. RNN (Recurrent Neural Network) 기반의 DeepAR 예측 모델
C. 마지막 계층에 대해 softmax 활성화 기능이 있는 심층 컨볼 루션 신경망 (CNN)
D. 트리 수가 제품 범주 수와 동일하게 설정된 회귀 포리스트
Answer: A
Explanation:
A XGBoost multi class classification.
https://medium.com/@gabrielziegler3/multiclass-multilabel-classification-with-xgboost-
66195e4d9f2d
CNN is used for image classificaiton problems.

NEW QUESTION: 2


Answer:
Explanation:

Explanation

References:
https://docs.microsoft.com/en-us/windows-server/virtualization/guarded-fabric-shielded-vm/guarded-fabric-conf
https://docs.microsoft.com/en-us/system-center/dpm/what-s-new-in-dpm-2016?view=sc-dpm-1801

NEW QUESTION: 3
次の文のうち、プルコミュニケーションの特徴はどれですか。
A. 手紙、メモ、レポート、電子メール、ファックスが含まれます。
B. 主に、転送される情報量が最小の場合に使用されます。
C. 受信者が独自の裁量で通信コンテンツにアクセスする必要があります。
D. すべての参加者の間で共通の理解を確実にするための最も効率的な方法です。
Answer: C

NEW QUESTION: 4
Which type of IPS can identify worms that are propagating in a network?
A. Policy-based IPS
B. Anomaly-based IPS
C. Reputation-based IPS
D. Signature-based IPS
Answer: B
Explanation:
An example of anomaly-based IPS/IDS is creating a baseline of how many TCP sender requests are generated on average each minute that do not get a response. This is an example of a half-opened session. If a system creates a baseline of this (and for this discussion, let's pretend the baseline is an average of 30 half- opened sessions per minute), and then notices the half-opened sessions have increased to more than 100 per minute, and then acts based on that and generates an alert or begins to deny packets, this is an example of anomaly-based IPS/IDS. The Cisco IPS/IDS appliances have this ability (called anomaly detection), and it is used to identify worms that may be propagating through the network.
Source:
Cisco Official Certification Guide, Anomaly-Based IPS/IDS, p.464