> ## Documentation Index
> Fetch the complete documentation index at: https://aegean.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Recurrent Neural Networks

> Introduction to RNNs, backpropagation through time, and LSTMs.

<CardGroup cols={2}>
  <Card title="Introduction to RNNs" icon="play" href="https://www.youtube.com/watch?v=q734qPPfc9w">
    Recurrent neural networks for sequential data
  </Card>

  <Card title="Simple RNN" icon="play" href="https://www.youtube.com/watch?v=WmR3pBLYyq8">
    Building a simple recurrent network
  </Card>

  <Card title="RNN Backpropagation" icon="play" href="https://www.youtube.com/watch?v=-Hv6OPTlUZU">
    Backpropagation through time
  </Card>

  <Card title="Long Short-Term Memory (LSTM)" icon="play" href="https://www.youtube.com/watch?v=Ii5DAx3noCA">
    LSTM networks for long-range dependencies
  </Card>
</CardGroup>

***

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