The following description of machine learning is correct?

Question

Options

• ADeep learning is a branch of machine learning
• BDeep learning and machine learning are mutually inclusive
• CDeep learning and machine learning are both artificial intelligence but have no relationship to
• DNone of the above

• A
  73% (22)
• B
  3% (1)
• C
  17% (5)
• D
  7% (2)

Explanation

Option A is correct because deep learning is a subset of machine learning, which is itself a subset of artificial intelligence - they form a nested hierarchy, not separate fields. Option B is wrong because "mutually inclusive" implies they are the same thing or completely overlap, but deep learning is only a part of machine learning (not all ML is deep learning). Option C is wrong because it claims they have no relationship, when in fact deep learning is a type of machine learning - they are directly related. Option D falls away since A is clearly supported by the established taxonomy of AI.

Memory tip: Picture three concentric circles - the largest is AI, the middle is Machine Learning, and the innermost is Deep Learning. Deep learning lives inside machine learning, making it a branch, not a sibling or equal.

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