Course can be found in Coursera
Quiz and answers are collected for quick search in my blog SSQ
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Week 1 Recurrent Neural Networks
- Learn about recurrent neural networks, including LSTMs, GRUs and Bidirectional RNNs.
- Building a recurrent neural network - step by step
- Dinosaur Island - Character-Level Language Modeling
- Jazz improvisation with LSTM
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Week 2 Natural Language Processing & Word Embeddings
- Word Representation, Word embeddings, Embedding matrix
- Word2Vec & GloVe
- Sentiment Classification
- Debiasing word embeddings
- Operations on word vectors - Debiasing
- Emojify
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Week 3 Sequence models & Attention mechanism