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1. Twitter-Streams Twitter-Streams Public

   Real-Time Sentiment Analysis on Twitter Streams is a web application that categorizes tweets into sentiments like Negative, Positive, Neutral, or Irrelevant. Built using Apache Kafka , Spark and Py…

   Python 1

2. NLP_LAB1 NLP_LAB1 Public

   This repository demonstrates web scraping and NLP techniques, including data extraction from a website, storage in MongoDB, and an NLP pipeline with tokenization, stop words removal, normalization,…

   Jupyter Notebook 1

3. NLP_LAB2 NLP_LAB2 Public

   This notebook explores the application of Regex and embedding techniques in Arabic Natural Language Processing (NLP). It covers the use of regular expressions for text parsing tasks and delves into…

   Jupyter Notebook 1

4. NLP_LAB3 NLP_LAB3 Public

   Explore NLP model evaluation on answer scores and tweet sentiment. Features preprocessing, BoW, TF-IDF, Word2Vec, and models like Linear Regression, Decision Tree, SVM, Logistic Regression, and Ran…

   Jupyter Notebook 1

5. NLP_LAB4 NLP_LAB4 Public

   Arabic text regression with various models, GPT-2 text generation, and BERT-based text classification.

   Jupyter Notebook 1

6. FSTStudentServices FSTStudentServices Public

   FST Student Service is a comprehensive web portal for the FST CHAOUIA, offering students and faculty streamlined access to essential academic resources, schedules, events, and document management s…

   Java 1