Interactively Exploring High-Dimensional Data and Models in R - Dianne Cook, Ursula Laa

High-dimensional data visualisation is valuable for understanding dimension reduction methods, unsupervised and supervised classification. This book is organised into these three topics, following overview and introductory chapters and could form an independent course on visualization.