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Machine Learning

Deep Learning

Reviewed by Glintr Learn ReviewersUpdated 5 min readArea: Machine Learning
Quick Answer

What is Deep Learning?

Deep Learning is a type of machine learning that uses many-layered neural networks to learn complex patterns.

Definition

Deep Learning refers to machine learning with neural networks that have many layers. It is the technology behind image recognition, speech recognition, and large language models like ChatGPT and Gemini.

In technical terms

Deep networks are typically feed-forward, convolutional or transformer-based, trained with backpropagation and stochastic gradient descent on large labeled or self-supervised datasets.

Real-world examples

  • Convolutional networks classifying images.
  • Transformer models powering ChatGPT and Claude.
  • Speech-to-text systems in phones and cars.
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