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Deep Learning Section 026

Deep Learning

Neural networks — what they are, how they learn, and how to build them.

Every lesson in this section is written by .

13 of 13 lessons published Three reading levels on every lesson

Start with “What is a neural network?”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. What is a neural network?
  2. How neural networks learn
  3. Activation functions
  4. Backpropagation
  5. Gradient descent
  6. Loss functions
  7. Convolutional neural networks (CNN)
  8. Recurrent neural networks (RNN)
  9. LSTM
  10. GANs
  11. Autoencoders
  12. Transformers
  13. PyTorch basics

Paths that use this topic

Become an AI Engineer

Build production applications on top of large language models.

11 lessons in order