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Exam Code: DP-100

Exam Name: Designing and Implementing a Data Science Solution on Azure

Version: V12.55

Q & A: 77 Questions and Answers

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NEW QUESTION: 1
Match the machine learning tasks to the appropriate scenarios.
To answer, drag the appropriate task from the column on the left to its scenario on the right. Each task may be used once, more than once, or not at all.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation:
Box 1: Model evaluation
The Model evaluation module outputs a confusion matrix showing the number of true positives, false negatives, false positives, and true negatives, as well as ROC, Precision/Recall, and Lift curves.
Box 2: Feature engineering
Feature engineering is the process of using domain knowledge of the data to create features that help ML algorithms learn better. In Azure Machine Learning, scaling and normalization techniques are applied to facilitate feature engineering. Collectively, these techniques and feature engineering are referred to as featurization.
Note: Often, features are created from raw data through a process of feature engineering. For example, a time stamp in itself might not be useful for modeling until the information is transformed into units of days, months, or categories that are relevant to the problem, such as holiday versus working day.
Box 3: Feature selection
In machine learning and statistics, feature selection is the process of selecting a subset of relevant, useful features to use in building an analytical model. Feature selection helps narrow the field of data to the most valuable inputs. Narrowing the field of data helps reduce noise and improve training performance.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance
https://docs.microsoft.com/en-us/azure/machine-learning/concept-automated-ml

NEW QUESTION: 2
アプリケーションには、数年にわたる開発環境(DEV)と本番環境(PROD)が必要です。 DEVインスタンスは通常の営業時間中に毎日10時間実行されますが、PRODインスタンスは毎日24時間実行されます。ソリューションアーキテクトは、コストを最小限に抑えるために、コンピューティングインスタンスの購入戦略を決定する必要があります。
最も費用対効果の高いソリューションはどれですか?
A. スポットインスタンスを持つDEVおよびオンデマンドインスタンスを持つPROD
B. DEV with On-Demand InstancesおよびPROD with Spot Instances
C. スケジュールされたリザーブドインスタンスを使用するDEVおよびリザーブドインスタンスを使用するPROD
D. オンデマンドインスタンスを使用するDEVおよびスケジュールされたリザーブドインスタンスを使用するPROD
Answer: C

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