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1. BERT_Fine_Tuning BERT_Fine_Tuning Public

   Text classification project comparing traditional NLP methods (Bag-of-Words, TF-IDF), word embeddings (Word2Vec, GloVe), and transformer models (BERT fine-tuning) for categorizing NYT news articles…

   Jupyter Notebook

2. cancer-cell-detection cancer-cell-detection Public

   Implemented a Decision Tree and Naïve Bayes classifiers to identify malignant cancer cells. Implemented Principal Component Analysis for dimensionality reduction and feature randomization to determ…

3. Movie-Recommender-System Movie-Recommender-System Public

   A content-based system recommends movies to an input user based on the weighted genre score of a movie and a collaborative filtering system recommends movies liked by other users having a similar t…

   Jupyter Notebook

4. database-querying-system database-querying-system Public

   Preprocessed 2 real-world reservations datasets with PySpark, and deployed a WebUI with Flask API to query the database from a Docker container.