Machine learning is a subset of which of the following.(1 Point)Artificial intelligenceDeep learningData learningNone of the above
Question
Machine learning is a subset of which of the following?
- Artificial intelligence
- Deep learning
- Data learning
- None of the above
Solution
Step 1: Break Down the Problem
The question asks which category machine learning belongs to out of the four options provided.
Step 2: Relevant Concepts
- Artificial Intelligence (AI): A broad field involving the simulation of human intelligence in machines.
- Machine Learning (ML): A subset of AI that includes techniques allowing computers to learn from and make predictions based on data.
- Deep Learning: A further subset of machine learning that uses neural networks with many layers.
Step 3: Analysis and Detail
Given the definitions:
- Machine learning is a specialized area within artificial intelligence.
- While deep learning is a further specialization of machine learning, it does not encompass machine learning in its entirety.
Step 4: Verify and Summarize
Since machine learning is defined as a subset of artificial intelligence, the correct answer must align with this hierarchy in AI.
Final Answer
Machine learning is a subset of Artificial Intelligence.
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