AI Platforms, Tools, and Ecosystem Integration CAIPM Practice Questions (Page 6)

Questions 26–30

1. 26foundation · easy

   What is the primary role of an API in an AI platform integration?

   • ATo enable programmatic access to AI services
   • BTo replace the need for middleware
   • CTo store training data
   • DTo provide a user interface for data scientists
   Reveal Solution Discussion Select an answer first
2. 27foundation · easy

   Which practice is essential for managing the lifecycle of AI models to ensure that changes are tracked and reproducible?

   • AModel quantization
   • BModel obfuscation
   • CModel versioning
   • DModel deletion
   Reveal Solution Discussion Select an answer first
4. 28foundation · easy

   Which security measure is used to protect data in transit between an application and an AI platform?

   • AData anonymization
   • BLoad balancing
   • CModel versioning
   • DEncryption
   Reveal Solution Discussion Select an answer first
5. 29application · medium

   A financial services firm is integrating a third-party AI service for credit scoring. The firm needs to protect customer data and ensure that the AI service does not store or misuse the data. The firm also needs to audit the data sent to the service. What should the firm implement?

   • AUse a data masking technique to anonymize personal data before sending it to the AI service, and log all API requests
   • BDisable logging to avoid storing sensitive data in logs
   • CSend raw customer data to the AI service and rely on the vendor's privacy policy
   • DUse a VPN to connect to the AI service but send data in plain text
   Reveal Solution Discussion Select an answer first
6. 30application · medium

   A university is integrating an AI platform for student performance prediction. The platform needs to access data from the student information system (SIS) and the learning management system (LMS). The SIS uses a SQL database, and the LMS provides a REST API. The university wants to avoid manual data extraction. What should the university implement?

   • AA manual export from the SIS and LMS to CSV files, which are then uploaded to the AI platform
   • BA custom script that runs once to copy data from both systems to the AI platform
   • CA direct connection from the AI platform to the SIS database, ignoring the LMS
   • DA middleware service that connects to the SIS database and the LMS API, and feeds data to the AI platform
   Reveal Solution Discussion Select an answer first