Unsupervised machine learning - Web Links

Practical Guide to Cluster Analysis in R

5928 | No comment | Cluster analysis , Unsupervised machine learning , Multivariate Analysis , R , factoextra

Although there are several good books on unsupervised machine learning, we felt that many of them are too theoretical. This book provides practical guide to cluster analysis, elegant visualization and interpretation.

Practical Guide to Principal Component Methods in R

2843 | 1 Comment | Unsupervised machine learning , Multivariate Analysis , Principal Component Methods , factoextra

This book provides a solid practical guidance to summarize, visualize and interpret the most important information in a large multivariate data sets, using principal component methods in R.

Exploratory Multivariate Analysis by Example Using R

4058 | No comment | Unsupervised machine learning , Multivariate Analysis , Principal Component Methods No note

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for... [Read more]