nerdexam
PECB

ISO-IEC-42001-LEAD-AUDITOR · Question #33

Scenario: UrDesign, an interior design company, has recently decided to use machine learning for classification, regression tasks, and more complex tasks related to structured prediction. What…

The correct answer is A. Supervised machine learning. Supervised machine learning involves learning from labeled data, where tasks include classification and regression--exactly matching the description given. ISO/IEC 22989:2022 (Clause 6.5) defines supervised learning accordingly.

AI and Machine Learning Concepts

Question

Scenario:

UrDesign, an interior design company, has recently decided to use machine learning for classification, regression tasks, and more complex tasks related to structured prediction. What category of machine learning did UrDesign decide to use?

Options

  • ASupervised machine learning
  • BSemi-supervised machine learning
  • CUnsupervised machine learning
  • DReinforcement learning

How the community answered

(42 responses)
  • A
    81% (34)
  • B
    2% (1)
  • C
    10% (4)
  • D
    7% (3)

Explanation

Supervised machine learning involves learning from labeled data, where tasks include classification and regression--exactly matching the description given. ISO/IEC 22989:2022 (Clause 6.5) defines supervised learning accordingly.

Topics

#supervised machine learning#ML categories#classification#regression

Community Discussion

No community discussion yet for this question.

Full ISO-IEC-42001-LEAD-AUDITOR Practice