AI Technologies and Frameworks CT-AI Practice Questions (Page 6)

Questions 26–28

1. 26expert · hard

   A company is building a system to automatically moderate user-generated content on a social media platform. The system must detect hate speech in text and inappropriate images. The team has a moderate budget and needs to deploy the system in real time. Which combination of AI technologies is most appropriate?

   • ANLP for text analysis and computer vision for image analysis
   • BMachine learning with a single model that handles both text and images
   • CExpert system with manual rules for text and images
   • DDeep learning with a convolutional neural network for both tasks
   Reveal Solution Discussion Select an answer first
2. 27application · medium

   A team is developing a computer vision model to detect defects on a manufacturing line. They have a large dataset and access to a cluster of GPUs. They need a framework that supports distributed training and efficient deployment to edge devices. Which framework should they choose?

   • APyTorch
   • Bscikit-learn
   • CCaffe
   • DTensorFlow
   Reveal Solution Discussion Select an answer first
3. 28foundation · easy

   Which of the following is the primary purpose of an expert system in AI?

   • ATo learn patterns from large datasets without explicit programming
   • BTo process and understand human language in a natural way
   • CTo enable machines to interpret and analyze visual information from the world
   • DTo encode human expertise into rules that can be used to make decisions or solve problems
   Reveal Solution Discussion Select an answer first