Where are the training datasets sourced and are they clean enough for college submission?

Datasets are sourced from reputable public repositories (Kaggle, UCI Machine Learning Repository, government open data portals) and include documented cleaning scripts.

Is an interactive web dashboard included so we can demonstrate predictions to examiners?

Yes, every data science project package includes an interactive Streamlit or Gradio web app with slider controls and input forms for real-time model demonstrations.

Do you provide evaluation metrics like confusion matrices and ROC-AUC curves for the report?

Yes, projects include high-resolution confusion matrix heatmaps, ROC-AUC curves, precision-recall charts, and feature importance bar plots ready for your project report.