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For questions that involve the comparison of two AI concepts, terms or expressions. An example of such a question is: how does machine learning compare to deep learning?

19 votes
Accepted

What is the difference between machine learning and deep learning?

Deep learning is a specific variety of a specific type of machine learning. So it's possible to learn about deep learning without learning all of machine learning, but it requires learning some machin …
Matthew Gray's user avatar
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9 votes

What is the difference between artificial intelligence and machine learning?

Many terms have 'mostly' the same meanings, and so the differences are just in emphasis, perspective, or historical descent. People disagree as to which label refers to the superset or the subset; the …
Matthew Gray's user avatar
  • 4,282
3 votes

What's the difference between hyperbolic tangent and sigmoid neurons?

I don't think it makes sense to decide activation functions based on desired properties of the output; you can easily insert a calibration step that maps the 'neural network score' to whatever units y …
Matthew Gray's user avatar
  • 4,282
9 votes

What is the difference between strong-AI and weak-AI?

In contrast to the philosophical definitions, which rely on terms like "mind" and "think," there are also definitions that hinge on observables. That is, a Strong AI is an AI that understands itself …
Matthew Gray's user avatar
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