Mathematics of Data Science
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The following projects were designed to illustrate possible uses of the algorithms described in the book
The following projects were designed to illustrate possible uses of the algorithms described in the book
Mathematics of Data Science
Mathematics of Data Science
A Computational Approach To Clustering and Classification by D. Calvetti and E. Somersalo
A Computational Approach To Clustering and Classification by D. Calvetti and E. Somersalo
ISBN: 978-1-611976-36-6
Principal Component Analysis: a first encounter
Principal Component Analysis: a first encounter
The Matlab files in the projects related to PCA can be downloaded at the following links
Projects_PCA.pdfK-means and K-medoids
K-means and K-medoids
The Matlab files in the projects related to k-means and k-medoids can be downloaded at the following links
Projects_kmeans.pdfProjects_SOM.pdfProjects_NMF.pdfTEXT MINING
Projects_TextMining.pdfTREE REGRESSION
Projects_TreeRegression.pdfIMAGE MINING
IMAGE MINING
Project_GLCM_Texture.pdfProjects_LDA.pdf