coursera-tfip-course3

coursera-tfip-course3

Week 1

Notebooks

References

• Sarcasm dataset
• BBC dataset
• Yoast stopwords

Week 2

Notebooks

References

• IMDB reviews dataset
• TensorFlow dataset

Week 3

Notebooks

References

• Sequence Models

• LSTMs (Long Short Term Memory cells)

• IMDB Subwords 8K with Single Layer LSTM

• IMDB Subwords 8K with Multi Layer LSTM

• IMDB Subwords 8K with 1D Convolutional Layer

• Sarcasm with Bidirectional LSTM

• Sarcasm with 1D Convolutional Layer

• IMDB Reviews with GRU (and optional LSTM and Conv1D)

• Sentiment Analysis dataset

• GloVe - Global Vectors for Word Representation

Week 4

Notebooks

References

• LM's poetry example
• TensorFlow NLP example