Recurrent Neural Networks for Modeling Sequential Data - Part 4.1

Recurrent Neural Networks for Modeling Sequential Data - Part 4.1

Donato Capitella via YouTube Direct link

- Modeling Sequential Data

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- Modeling Sequential Data

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Recurrent Neural Networks for Modeling Sequential Data - Part 4.1

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  1. 1 - Modeling Sequential Data
  2. 2 - Recurrent Neural Networks
  3. 3 - Compact Representation of RNNs
  4. 4 - Forward Pass of an RNN layer
  5. 5 - RNN Architectures one-to-many, many-to-one, many-to-many
  6. 6 - Long-Term Memory Issues
  7. 7 - Vanishing and Exploding Gradients
  8. 8 - LSTM/GRU Cells

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