Understand AI Concepts DA0-001 Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A finance department spends hours each day copying data from emailed PDF invoices into their accounting system. The PDFs have a consistent layout, and the process follows fixed rules. The team wants to reduce manual effort without changing the existing accounting system. Which solution should they implement?

   • AA natural language processing model that summarizes each invoice
   • BA machine learning model that predicts which invoices are likely to be paid late
   • CA robotic process automation bot that reads the PDFs and enters the data into the accounting system
   • DA new accounting system with built-in AI features
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   A data analyst is asked to recommend an AI model that can identify whether an email is spam or not spam based on labeled historical examples. Which type of AI model is best suited for this task?

   • ASupervised learning model
   • BReinforcement learning model
   • CUnsupervised learning model
   • DGenerative adversarial network (GAN)
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A legal firm wants to automate the redaction of personally identifiable information (PII) from court documents before they are released to the public. The documents are in various formats, and the PII types are known (names, addresses, phone numbers). The firm has a large set of documents that have already been manually redacted. Which approach should they use?

   • AUse a generative AI model to create new court documents
   • BTrain a supervised NER model on the manually redacted documents to identify PII, then use RPA to apply redactions
   • CUse a rule-based regex script to find PII patterns
   • DUse an unsupervised clustering model to group documents by similarity
   Reveal Solution Discussion Select an answer first
5. 9application · medium

   A hospital wants to automatically extract patient symptoms and medication names from free-text clinical notes to populate structured fields in their electronic health record system. Which AI capability is most directly suited to this task?

   • ASentiment analysis, a natural language processing technique
   • BA regression model that predicts the length of each note
   • CNamed entity recognition, a natural language processing technique
   • DRobotic process automation that copies text from notes to fields
   Reveal Solution Discussion Select an answer first
6. 10expert · hard

   A multinational company wants to automatically analyze customer feedback from multiple languages to identify common complaints. They have a large dataset of feedback in English, Spanish, and French, but the complaints are not labeled. Which approach should they use?

   • AUse NLP for language translation and topic modeling to identify common complaint themes
   • BUse a regression model to predict feedback length
   • CUse robotic process automation to manually review each feedback
   • DUse a supervised classification model to categorize complaints
   Reveal Solution Discussion Select an answer first