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NEW QUESTION: 1
The Chief Information Officer (CIO) is reviewing the IT centric BIA and RA documentation. The documentation shows that a single 24 hours downtime in a critical business function will cost the business $2.3 million. Additionally, the business unit which depends on the critical business function has determined that there is a high probability that a threat will materialize based on historical data. The CIO's budget does not allow for full system hardware replacement in case of a catastrophic failure, nor does it allow for the purchase of additional compensating controls. Which of the following should the CIO recommend to the finance director to minimize financial loss?
A. The company should avoid the risk.
B. The company should mitigate the risk.
C. The company should transfer the risk.
D. The company should accept the risk.
Answer: C
Explanation:
To transfer the risk is to deflect it to a third party, by taking out insurance for example.
NEW QUESTION: 2
あなたは銀行で働いているデータサイエンティストであり、Azure MLを使用して、顧客がローンを返済する可能性が高いかどうかを予測する機械学習モデルをトレーニングして登録しました。
モデルがどのように選択を行っているかを理解し、モデルが申請者の居住地に基づいてローンを拒否するなどの政府の規制に違反しないことを確認する必要があります。
顧客データの各機能が予測にどの程度影響を与えているかを判断する必要があります。
あなたは何をするべきか？
A. Hyperdriveライブラリを使用して、複数のハイパーパラメーター値でモデルをテストします。
B. 既知のラベル値を持ついくつかのテストデータに対してモデルをスコアリングし、その結果を使用して混同行列を計算します。
C. 解釈性パッケージを使用して、モデルの説明を生成します。
D. モデル登録にタグを追加して、トレーニングデータセットの特徴の名前を示します。
E. モデルとそのトレーニングデータセットのデータドリフトモニタリングを有効にします。
Answer: C
Explanation:
When you compute model explanations and visualize them, you're not limited to an existing model explanation for an automated ML model. You can also get an explanation for your model with different test data. The steps in this section show you how to compute and visualize engineered feature importance based on your test data.
Incorrect Answers:
A: In the context of machine learning, data drift is the change in model input data that leads to model performance degradation. It is one of the top reasons where model accuracy degrades over time, thus monitoring data drift helps detect model performance issues.
B: A confusion matrix is used to describe the performance of a classification model. Each row displays the instances of the true, or actual class in your dataset, and each column represents the instances of the class that was predicted by the model.
C: Hyperparameters are adjustable parameters you choose for model training that guide the training process. The HyperDrive package helps you automate choosing these parameters.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-machine-learning-interpretability-automl
NEW QUESTION: 3
Which of the following storage types are used with an Infrastructure as a Service (IaaS) solution?
Response:
A. Volume and object
B. Unstructured and ephemeral
C. Volume and block
D. Structured and object
Answer: A
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