8.1 Artificial, machine and deep learning

Artificial intelligence, machine learning, and deep learning (Chollet & Allaire, 2018, Fig. 1.1)

Figure 8.1: Artificial intelligence, machine learning, and deep learning (Chollet & Allaire, 2018, Fig. 1.1)

  • Artificial intelligence: The effort to automate intellectual tasks normally performed by humans (Chollet’s concise definition, field born in 1950s, Symbolic AI → Machine learning)
  • Machine learning: See Machine learning as programming paradigm
  • Deep learning: …see next slides!