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Encoder-decoder sequence-to-sequence network models
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Learn basics of sequence-to-sequence model and it's applications.
Potential Use Cases
It's applied to wide range of applications in Natural language processing include machine translation, summarization, question answering and dialogue.
Who is This For ?
Data Scientist new to NLP
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1. Encoder-Decoder network explained
What is encoder- decoder network ?
2. Introduction to recurrent neural network (RNN) language model
What is RNN language model?
3. Recurrent Neural network language model
What is recurrent neural network (RNN) and RNN's as Language Models?
4. Encoder-decoder model application in machine translation
How encoder-decoder is used in neural machine translation?
5. Implement sequence-to-sequence model in Pytorch
How to implement simple sequence to sequence machine translation model?