DRAFT 1 Background Singular matrix decomposition Where next? Back to SVD Regularisation Vector coordinates Eigenvalues Threshold 2-by-2 decision matrix [TODO] Other Principal Components methods Limitations and further questions Limitations Further questions Litterature DRAFT 1 We all have laptops.