This repo houses a selected collection of modeling projects involving Python tools, which were originally deployed as instructional materials in higher education.
- The Jupyter notebook matrix_text_data.ipynb is a demo where document-term matrices are explored with visualizations and singular value decomposition.
- Lecture notes developed for an undergraduate Linear Algebra course are available in Zombie Math
- Singular value decomposition applied in low-rank approximations of image data is explored in this notebook principal_components.ipynb