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Exam Code: AIF
Exam Name: BCS Foundation Certificate In Artificial Intelligence
Version: V22.75
Q & A: 580 Questions and Answers
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NEW QUESTION: 1
クリーニングが必要な生のデータセットを分析しています。
Azure Machine Learning Studioを使用して、変換と操作を実行する必要があります。
変換を実行するには、正しいモジュールを識別する必要があります。
どのモジュールを選択する必要がありますか?答えるには、適切なモジュールを正しいシナリオにドラッグします。各モジュールは、1回、複数回使用することも、まったく使用しないこともできます。
コンテンツを表示するには、ペイン間で分割バーをドラッグするか、スクロールする必要がある場合があります。
注:それぞれの正しい選択には1ポイントの価値があります。
Answer:
Explanation:
Explanation
Box 1: Clean Missing Data
Box 2: SMOTE
Use the SMOTE module in Azure Machine Learning Studio to increase the number of underepresented cases in a dataset used for machine learning. SMOTE is a better way of increasing the number of rare cases than simply duplicating existing cases.
Box 3: Convert to Indicator Values
Use the Convert to Indicator Values module in Azure Machine Learning Studio. The purpose of this module is to convert columns that contain categorical values into a series of binary indicator columns that can more easily be used as features in a machine learning model.
Box 4: Remove Duplicate Rows
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/convert-to-indicator-values
NEW QUESTION: 2
You are developing a database application by using Microsoft SQL Server 2012.
An application that uses a database begins to run slowly.
You discover that during reads, the transaction experiences blocking from concurrent updates.
You need to ensure that throughout the transaction the data maintains the original version.
What should you do?
A. Include a SET TRANSACTION ISOLATION LEVEL SNAPSHOT statement before you run the query.
B. Enable the optimize for ad hoc workloads option.
C. Add a columnstore index to cover the query.
D. Add a HASH hint to the query.
E. Add an INCLUDE clause to the index.
F. Cover the unique clustered index with a columnstore index.
G. Include a SET STATISTICS PROFILE ON statement before you run the query.
H. Add a FORCESCAN hint to the Attach query.
I. Add a FORCESEEK hint to the query.
J. Include a SET TRANSACTION ISOLATION LEVEL SERIALIZABLE statement before you run the query.
K. Include a SET TRANSACTION ISOLATION LEVEL REPEATABLE READ statement before you run the query.
L. Include a SET FORCEPLAN ON statement before you run the query.
M. Add a LOOP hint to the query.
N. Include a SET STATISTICS SHOWPLAN_XML ON statement before you run the query.
Answer: A
NEW QUESTION: 3
Which of the following are an enterprise environmental factor that can influence the Identify Risks process?
A. Network diagrams
B. Academic studies
C. Assumptions logs
D. Work performance reports
Answer: B
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