Neural Network Basics

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COURSE WEBPAGE: Inferring Structure of Complex Systems

This lecture introduces the basics of neural networks and their mathematical architecture. The connection between NNs and simple linear regression is also highlighted in an example for classification of dog and cat images.
  1. Nathan Kutz
  2. Nathan Kutz
  3. Kutz
  4. neural networks
  5. optimization
  6. gradient descent
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One of the coolest guys in the academic world... May God bless you for making these lectures available.

debbahisaad
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Great videos, would be great if they were in playlists so you know in which order to watch them and how to schedule them into studying.

MrHaggyy
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Poorly discussed. You immediately started talking about "weights" and "hidden layers" assuming the viewer knew what you were talking about.

SnoopyDoofie