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README.md
@@ -65,7 +65,14 @@ Get started with machine learning using TensorFlow, Google's latest and greatest
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- **Concept 2**: Recurrent neural networks
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- **Concept 3**: Applying RNN to real-world data for timeseries prediction
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-## [Chapter 11](https://github.com/BinRoot/TensorFlow-Book/tree/master/ch11_word2vec) - Word Embeddings (not in book)
+## [Chapter 11](https://github.com/BinRoot/TensorFlow-Book/tree/master/ch11_seq2seq) - Seq2Seq Model
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-- **Concept 1**: Embedding lookup
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-- *... in progress*
+- **Concept 1**: Multi-cell RNN
+- **Concept 2**: Embedding lookup
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+- **Concept 3**: Seq2seq model
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+
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+## [Chapter 12](https://github.com/BinRoot/TensorFlow-Book/tree/master/ch12_rank) - Ranking
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+- **Concept 1**: RankNet
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+- **Concept 2**: Image embedding
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+- **Concept 3**: Image ranking
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