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1. forest-cover-type-classification forest-cover-type-classification Public

   Deep learning classification of forest cover types using TensorFlow and Keras with systematic hyperparameter tuning, achieving 90% test accuracy.

   Jupyter Notebook

2. nlp-classic-text-analysis nlp-classic-text-analysis Public

   End-to-end NLP pipeline that analyzes classic literature using tokenization, POS tagging, chunk parsing, frequency analysis, automated reports, CSV exports, and visualizations.

   Jupyter Notebook

3. covid-pneumonia-classifier covid-pneumonia-classifier Public

   Deep learning image classifier for COVID-19, Pneumonia, and Normal chest X-rays using TensorFlow and CNNs.

   Jupyter Notebook

4. customer-churn-prediction-pipeline customer-churn-prediction-pipeline Public

   End-to-end machine learning pipeline for customer churn prediction using Python, Scikit-Learn, Jupyter Notebook, and Git.

   Jupyter Notebook

5. deep-learning-admissions-regression deep-learning-admissions-regression Public

   TensorFlow and Keras deep learning regression model that predicts graduate school admission probabilities using academic performance and application data.

   Jupyter Notebook

6. volatility-feature-pipeline volatility-feature-pipeline Public

   an end-to-end Python and Bash pipeline for multi-asset time-series feature engineering. Resolves cross-exchange calendar mismatches and trains a Hidden Markov Model to classify low-volatility vs. h…

   Jupyter Notebook