تفاصيل العمل

**Restaurant Reviews — Sentiment Analysis**

Developed an NLP-based sentiment analysis system to classify restaurant reviews as **Positive or Negative**. The project included text preprocessing, tokenization, stop-word removal, stemming, **TF-IDF** feature extraction, and sentiment classification using **Machine Learning and Transformer-based NLP techniques**.

بطاقة العمل

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