Machine Learning for Computational Engineering

This GitHub Pages-ready site documents the computational-engineering foundation developed in the Machine Learning elective at Universidad de los Andes.

Computational Workflow

flowchart LR
    A[Raw datasets] --> B[Inspection and preprocessing]
    B --> C[Feature engineering]
    C --> D[Optimization and model training]
    D --> E[Validation metrics]
    E --> F[Model selection]
    F --> G[Prediction delivery contract]

Documentation Map

• Mathematical formulation
• Reproducibility guide
• Portfolio evaluation

Generated Evidence