Pinned Loading

1. california-housing-price-prediction california-housing-price-prediction Public

   End-to-end ML regression project predicting median house values in California using 7 models (Linear, Ridge, Lasso, ElasticNet, Decision Tree, XGBoost, Gradient Boosting), with EDA, geographic visu…

   Jupyter Notebook

2. Construcci-n-y-evaluaci-n-de-un-Homologador-de-Descripciones-vehiculares Construcci-n-y-evaluaci-n-de-un-Homologador-de-Descripciones-vehiculares Public

   Proyecto de Machine Learning enfocado en la homologación de descripciones vehiculares mediante técnicas de limpieza de datos, ingeniería de variables y similitud textual. Se implementa un modelo ba…

   Jupyter Notebook

3. customer-segmentation-marketing-2 customer-segmentation-marketing-2 Public

   Unsupervised learning project segmenting e-commerce customers using K-Means, Hierarchical, DBSCAN, Mean Shift and GMM, with cluster evaluation (Silhouette, Davies-Bouldin, Calinski-Harabasz) and ma…

   Jupyter Notebook

4. diabetes-risk-prediction diabetes-risk-prediction Public

   End-to-end ML classification project predicting diabetes risk from clinical data, including EDA, SMOTE for class imbalance, comparison of 7 models (Random Forest, SVM, MLP, etc.), and hyperparamete…

   Jupyter Notebook

5. Modelado-de-Scoring-Crediticio Modelado-de-Scoring-Crediticio Public

   Desarrollo integral de un modelo de scoring crediticio para crédito al consumo utilizando SAS, SQL y Excel. El proyecto incluyó construcción de base de datos, análisis univariado por veintiles, eva…

   SAS 1

6. wine-quality-pca-clustering wine-quality-pca-clustering Public

   Exploratory data analysis and dimensionality reduction (PCA) on wine quality data, with K-Means clustering comparison in original vs. PCA-reduced space, evaluated using Silhouette, Davies-Bouldin a…

   Jupyter Notebook