Artificial Intelligence Fundamentals v1.0

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Exam contains 60 questions

In deep learning, which of the following is the PRIMARY benefit of hierarchical feature learning?

  • A. It allows models to manually define features.
  • B. It reduces the need for labeled data.
  • C. It enables models to learn complex patterns from raw data.


Answer : C

Expert systems utilize a knowledge base that is created via elicitation of knowledge, coding, testing, and which of the following?

  • A. Call centers
  • B. Knowledge fusion
  • C. Ethical modules


Answer : B

Using AI to tailor pricing and personalize ads in real time is defined as:

  • A. behavioral AI.
  • B. superintelligence.
  • C. targeted marketing.


Answer : C

Natural language processing (NLP) may include which of the following aspects of speech?

  • A. Translation
  • B. Morphology
  • C. Dictation


Answer : B

AI lacks which of the following?

  • A. Artificial general intelligence (AGI)
  • B. Unbiased data
  • C. Specific domain intelligence


Answer : A

XAI is a term used to reference which of the following?

  • A. The module explaining how the system reached its conclusion
  • B. The user interface of an AI system
  • C. An expert system's knowledge base


Answer : A

Which of the following is the simplest example of previously hidden, non-consensual data collection that is widespread online?

  • A. CAPTCHAs
  • B. Job applications
  • C. Cookies


Answer : C

Which of the following would combat the loss of jobs to AI?

  • A. Free healthcare
  • B. Creation of digital footprints
  • C. Continuous education


Answer : C

Which of the following is used as a reporting tool to enable appropriate allocation of organizational needs?

  • A. Governance
  • B. Balanced scorecard
  • C. Business intelligence


Answer : B

Which of the following platforms collects first-party natural personal data and creates nodes or contextual relationships between the data?

  • A. Customer data
  • B. Data management
  • C. Data Lake storage


Answer : A

Which of the following algorithms divides data instances into groups in real time and is especially beneficial for unknown data?

  • A. Clustering
  • B. Classification
  • C. Partitioning


Answer : A

Which of the following risks does data augmentation BEST help mitigate?

  • A. Feature scaling
  • B. Normalization
  • C. Overfitting


Answer : C

Which of the following non-probability sampling methods is the MOST susceptible to bias?

  • A. Judgment
  • B. Convenience
  • C. Quota


Answer : B

Which of the following is an example of a properly defined and scoped key performance indicator (KPI)?

  • A. Reduce customer complaints.
  • B. Increase customer satisfaction for the month of May.
  • C. Increase phone sales by 15% this year.


Answer : C

A class imbalance problem occurs when there are:

  • A. an unequal number of samples.
  • B. a lack of quality of samples.
  • C. a clustering balancing equation of samples.


Answer : A

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Exam contains 60 questions

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