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But what is a neural network? | Deep learning chapter 1

A 19-minute video by 3Blue1Brown about machine learning and networks and the internet, on the AI shelf. A commenter in r/agi recommended it. It is pitched at introductory level.

3Blue1Brown, Video, 19 min, 2017, on the AI shelf

A visual introduction to neural networks.

Open on YouTube

Study notes

Introductory, Visual intuition. Step 5 of 11 in From probability to modern AI

Helpful first

  • Basic algebra
  • Functions

What it builds

  • Represent input pixels as neuron activations.
  • Ask which parameters make a network expressive.
  • Connect adjustable weights with a pattern-recognition task.

Useful moments

Check yourself: What changes when weights change while the network’s architecture stays the same?

Next in the path: Gradient descent, how neural networks learn | Deep Learning Chapter 2

Notes are based on metadata, Reddit context and selected English caption passages. They are not a review of every claim in the video.

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