Transition from SimpleRNN to Bidirectional LSTM

Skill Outline

1. 1. Explore RNNs Models and the Vanishing Gradients Problem (9:41)
2. 2. Explore Long Short-Term Memory (LSTM) Models (5:06)
3. 3. Build a Single Layer Bidirectional LSTM Model (9:05)
4. 4. Build a Multiple Layer Bidirectional LSTM Model (4:44)
5. 5. Add Convolutions to LSTM Models to Capture Sequences of Words (4:21)
6. 6. CHALLENGE (12:06)