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CompTIA Data+ DA0-002 (V2) Practice Question

An online retailer has two AI-related initiatives:

Project A uses an AI service to automatically detect product names, competitor brands and overall sentiment in thousands of free-text customer reviews so that marketing dashboards update in near real time.

Project B aims to remove a nightly manual task in which an analyst opens a legacy desktop application, exports a CSV file, renames it and uploads it to a cloud folder.

Which combination of AI concepts best matches Project A and Project B, respectively?

  • Deep learning classification for Project A and generative AI for Project B

  • Generative AI for Project A and deep learning for Project B

  • Natural language processing (NLP) for Project A and robotic process automation (RPA) for Project B

  • Robotic process automation (RPA) for Project A and large language model (LLM) fine-tuning for Project B

CompTIA Data+ DA0-002 (V2)
Data Concepts and Environments
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