Materiais
Inglês + Exercícios + Lab Pratico
Conteúdo Programatico
Word Embedding
- One Hot Encoding of Words
- Word Embedding
- Pre-Trained Word Embedding
RNN and LSTM
- Recurrent Neural Network (RNN)
- Long Short Term Memory (LSTM) and GRU
- Stacked RNN
- Bidirectional RNN
- Case Studies on Time Series Prediction with LSTM
1D Convolution
- 1D Convolution on Sequential Data
- Combining 1D Convolution and RNN
Sequence To Sequence Model
- What is Seq2Seq Model
- Attention Mechanism
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