Sequence Models

Course can be found in Coursera

Quiz and answers are collected for quick search in my blog SSQ

• 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

• 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

• Week 3 Sequence models & Attention mechanism