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Deep Learning

A subfield of machine learning based on multi-layered deep neural networks.

Deep learning uses artificial neural networks with many hidden layers to learn complex representations of data. It is particularly effective for images, audio, and text. It has revolutionized fields such as computer vision, speech recognition, and machine translation.

Practical examples

  • Google Photos image recognition
  • Whisper speech-to-text transcription
  • Generative models like GPT
  • Self-driving cars

Related terms