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What you'll learn
- NLP important topics
- Transfer learning mechanism
- Real-time project implementation
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Requirements
- Basic knowledge of Python programming
- A system with i3 processor
- Your dedication
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Curriculum
- Overview
- NLP overview
- NLP basic
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Word Embedding
- TFIDF
- Word embeddings part-1
- Word embeddings part-2
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RNN
- RNN basic
- RNN implementation
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LSTM
- LSTM introduction
- GRU
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Attention based model
- Encoder-Decoder and Attention mechanism
- Understanding paper "Attention Is All You Need"