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1. disaster-response-nlp-pipeline disaster-response-nlp-pipeline Public

   A Flask web app that classifies real-time disaster messages into multiple aid categories using a trained multi-label NLP model.

   Python

2. airbnb-seattle-analytics airbnb-seattle-analytics Public

   Exploratory data analysis of Seattle Airbnb listings using CRISP-DM to uncover key factors influencing ratings, revenue, and seasonal trends for prospective hosts.

   HTML

3. ibm-watson-studio-recommendation-engine ibm-watson-studio-recommendation-engine Public

   Built and evaluated rank-based, collaborative filtering, and matrix factorization recommendation systems on IBM user-article interaction data to deliver personalized content suggestions.

   HTML

4. bertelsmann-market-segments bertelsmann-market-segments Public

   Jupyter Notebook

5. football-matches-winner-preditor football-matches-winner-preditor Public

   A machine learning system that scrapes English Premier League data to predict match outcomes through data cleaning, feature engineering, and iterative model evaluation.

   Jupyter Notebook

6. BioML-Diabetes BioML-Diabetes Public

   Reimplementation and extension of a research paper using Cuttlefish and Genetic Algorithms for feature selection, with traditional classifiers and a newly added MLP to detect Type 2 diabetes.

   Jupyter Notebook