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• Question No. 1
• Note This question is part of a series of
  questions that present the same scenario. Each
  question in the series contains a unique
  solution that might meet the stated goals. Some
  question sets might have more than one correct
  solution, while others might not have a correct
  solution.
• After you answer a question in this section, you
  will NOT be able to return to it. As a result,
  these questions will not appear in the review
  screen.
• You are analyzing a numerical dataset which
  contains missing values in several columns.
• You must clean the missing values using an
  appropriate operation without affecting the
  dimensionality of the feature set.
• You need to analyze a full dataset to include all
  values.
• Solution Remove the entire column that contains
  the missing data point. Does the solution meet
  the goal?
• Yes
• No
• Answer B
• Question No. 2

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• After you answer a question in this section, you
  will NOT be able to return to it. As a result,
  these questions will not appear in the review
  screen.
• You are analyzing a numerical dataset which
  contain missing values in several columns.
• You must clean the missing values using an
  appropriate operation without affecting the
  dimensionality of the feature set.
• You need to analyze a full dataset to include all
  values.
• Solution Use the last Observation Carried
  Forward (IOCF) method to impute the missing data
  points.
• Does the solution meet the goal?
• Yes
• No
• Answer B
• Question No. 4
• Note This question is part of a series of
  questions that present the same scenario. Each
  question in the series contains a unique
  solution that might meet the stated goals. Some
  question sets might have more than one correct
  solution, while others might not have a correct
  solution.

5

• You need to select an appropriate data sampling
  strategy to compensate for the class imbalance.
• Solution You use the Synthetic Minority
  Oversampling Technique (SMOTE) sampling mode.
  Does the solution meet the goal?
• Yes
• No
• Answer A

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