- 01. Intro
- 02. Review of RNNs
- 03. Review of LSTMs
- 04. Character-wise RNNs
- 05. Sequence Batching
- 06. Character-wise RNN Notebook
- 07. Implementing a Character-wise RNN
- 08. Batching Data Solution
- 09. LSTM Cell
- 10. LSTM Cell Solution
- 11. RNN Output
- 12. Network Loss
- 13. Output and Loss Solutions
- 14. Build the Network
- 15. Build the Network Solution
- 16. RNN Resources