Project 1: Respiratory Disease Classifier
Decision tree-based classification system for respiratory diseases using symptom input.
- Training Data:
respiratory_diseases.csv - Trained Model:
respiratory_classifier.joblib - Notebook:
respiratory_classifier.ipynb
Project 2: Housing Cost Regression in Bogotá
Predicting price per m² based on neighborhood, size, and proximity to transport.
- Clean Data:
bogota_housing.csv - Preprocessed Arrays:
housing_features.npy - Pipeline Script:
housing_regression.py - Notebook:
housing_regression.ipynb
Project 3: User Clustering by Shopping Behavior
Segmentation of online food consumers using clustering algorithms.
- Transactions:
transactions.csv - Clustering Model:
user_clusters.joblib - Notebook:
user_clustering.ipynb