# Layout

The following portfolio is organised as the following tree:

Regression/
    00 - regression.ipynb
        - a place for theory, listing of models, notes, etc
    01 - california-housing-problem.ipynb
        - the first problem I solved using the methods of reg
    02. 
Classification/
    00 - classification.ipynb
        - similarly contains theory

Clustering/
    - this is unsupervised learning. I', m thus wondering how this will fit into the framework

Dimensionality Reduction/
    - but what is the end goal of DR? it is to reduce and then classify. this seems only to be a middle-step