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NEW QUESTION: 1
Azure Machine Learning SDKを使用して、分類モデルをトレーニングし、その精度メトリックを計算するトレーニング実験を実行します。
新しいデータが利用可能になると、モデルは毎月再トレーニングされます。
バッチ推論パイプラインで使用するモデルを登録する必要があります。
モデルを登録し、その後の再トレーニング実験で作成されたモデルが、現在登録されているモデルよりも精度が高い場合にのみ登録されるようにする必要があります。
この目標を達成するための2つの可能な方法は何ですか?それぞれの正解は完全な解決策を提示します。
注:正しい選択はそれぞれ1ポイントの価値があります。
A. モデルを登録するときに、精度メトリックを値として精度という名前のタグを指定し、現在登録されているモデルの精度タグ値よりも精度が高い場合にのみ、後続のモデルを登録します。
B. 精度に関係なく、毎回同じ名前でモデルを登録し、バッチ推論パイプラインでは常に最新バージョンのモデルを使用します。
C. モデル登録時にモデルフレームワークのバージョンを指定し、この値が大きい場合にのみ後続のモデルを登録します。
D. モデルを登録するたびに異なる名前を指定してください。
E. モデルを登録するときに、精度メトリックを値として精度という名前のプロパティを指定し、現在登録されているモデルの精度プロパティ値よりも精度が高い場合にのみ、後続のモデルを登録します。
Answer: A,C
Explanation:
Explanation
E: Using tags, you can track useful information such as the name and version of the machine learning library used to train the model. Note that tags must be alphanumeric.
Reference:
https://notebooks.azure.com/xavierheriat/projects/azureml-getting-started/html/how-to-use-azureml/deployment/
NEW QUESTION: 2
A company indexes all of its Amazon CloudWatch Logs on Amazon ES and uses Kibana to view a dashboard for actionable insight. The company wants to restrict user access to Kibana by user Which actions can a DevOps Engineer take to meet this requirement? (Select TWO.)
A. Use AWS SSO to offer user name and password protection for Kibana
B. Create a proxy server with user authentication and an Elastic IP address and restrict access of the Amazon ES endpoint to the IP address
C. Create a proxy server with AWS 1AM user and restrict access of the Amazon ES endpoint to the 1AM user
D. Create a proxy server with user authentication in an Auto Scaling group and restrict access of the Amazon ES endpoint to an Auto Scaling group tag
E. Use Amazon Cognito to offer user name and password protection for Kibana
Answer: B,E
NEW QUESTION: 3
A CISO decides to analyze the IT infrastructure to ensure security solutions adhere to the concepts of how hardware and software is implemented and managed within the organization. Which of the following principles does this best demonstrate?
A. Alignment with the business
B. Proper budget management
C. Effective use of existing technologies
D. Leveraging existing implementations
Answer: A