This book emphasizes on the diverse applications of principal component analysis. The aim of this book is to enhance knowledge of scientists, engineers and researchers regarding the advantages of this technique in data analysis. It includes the uses of PCA in distinct fields like agriculture, architecture, taxonomy, pharmacy, ecology, biology, health and finance.