The pupose of this repository is to demonstrate three ad hoc analyses revolving around data mining topics, specifically unsupervised techniques.
The posts are broken down into the following three topics, with the sub bullets naming the final document for viewing within each topic.
- Principal Component Analysis (PCA)
- PCA_Impact.md
- Image compression via Singular Value Decomposition (SVD)
- ImageCompression_via_SVD.ipynb
- Working with spatial data (not necesarilly an unsupervised technique!)
- post_3_spatialData.md