Comparisons

AI vs Machine Learning vs Deep Learning

Venn Diagrams · made in Skemio

Venn diagram showing three overlapping sets for AI, Machine Learning, and Deep Learning illustrating hierarchical concepts and representation learning.
Venn diagram showing three overlapping sets for AI, Machine Learning, and Deep Learning illustrating hierarchical concepts and representation learning.
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What it shows

  • AI covers any machine mimicking human logic, including rule engines.
  • ML algorithms learn directly from data instead of hard-coded rules.
  • DL uses multi-layer neural networks for unstructured audio, text, image.

The takeaway

Deep Learning is a subset of Machine Learning, which is a subset of broader Artificial Intelligence.

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