Data Management Controls AAISM Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   What is the primary goal of data quality management in AI systems?

   • ATo minimize the storage footprint of training datasets
   • BTo comply with data retention policies
   • CTo encrypt data in transit and at rest
   • DTo ensure data is accurate, complete, and consistent for reliable model performance
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   What is the purpose of a data retention schedule for AI-related data?

   • ATo define how long data must be kept and when it should be disposed of
   • BTo determine the classification level of data
   • CTo outline the steps for data backup and recovery
   • DTo specify which encryption algorithms should be used for data at rest
   Reveal Solution Discussion Select an answer first
4. 3foundation · easy

   Which control is most appropriate for the data disposal stage of the lifecycle for AI training data containing personal information?

   • AAnonymizing the data
   • BSecure deletion using cryptographic erasure
   • CBacking up the data to tape
   • DEncrypting the data at rest
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   Which stage of the data lifecycle involves defining the purpose and scope of data collection for an AI project?

   • AData storage
   • BData planning
   • CData disposal
   • DData creation
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   What is the primary purpose of classifying data used in AI systems?

   • ATo comply with data retention schedules by categorizing data by age
   • BTo improve the accuracy of machine learning models by filtering out irrelevant data
   • CTo determine the appropriate level of protection and handling based on sensitivity and criticality
   • DTo reduce the storage costs associated with large AI datasets
   Reveal Solution Discussion Select an answer first