AI, Machine Learning, Deep Learning Differences

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UnrealChrysoprase219
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What is the relationship between AI, machine learning, and deep learning best visualized as?

Concentric circles

Which program defeated South Korean Master Lee Se-dol in the board game Go?

Google DeepMind’s AlphaGo

When did the term 'artificial intelligence' first emerge?

1956

What was used to describe how DeepMind won against Lee Se-Dol?

AI, machine learning, and deep learning

Which field blossomed later than AI but before deep learning?

Machine learning

Study Notes

AI, Machine Learning, and Deep Learning

  • The relationship between AI, machine learning, and deep learning is best visualized as a nested structure, where AI is the broadest, machine learning is a subset of AI, and deep learning is a subset of machine learning.

Notable AI Achievements

  • In 2016, the program AlphaGo defeated South Korean Master Lee Se-dol in the board game Go, marking a significant milestone in AI development.

History of AI

  • The term "artificial intelligence" first emerged in 1956, coined by computer scientist John McCarthy.

DeepMind's Victory

  • DeepMind's victory against Lee Se-Dol was attributed to its use of "intuition", which enabled it to make bold moves and ultimately win the game.

Evolution of AI Fields

  • Machine learning blossomed later than AI but before deep learning, indicating a progression of developments in these fields.

Learn about the differences between artificial intelligence, machine learning, and deep learning in this multi-part series. Understand the basics of these technologies and how they are shaping the future of various industries.

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