I built Sentiment Analysis models leveraging a deep learning approach utilizing the customer reviews of Amazon products. Since Long Short Term Memory Network (LSTM) is very effective in dealing with long sequence data and learning long-term dependencies, I used it for automatic sentiment classification of future product reviews.
natural-language-processing
sentiment-analysis
amazon
tensorflow
sklearn
word-embeddings
keras
lstm
recall
glove
padding
product-reviews
tokenization
smote
class-weights
oversample
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Updated
Dec 12, 2022 - Jupyter Notebook