This book provides an in-depth discussion on how data science methods can improve decision making for wind energy applications. A broad set of data science methods is covered. Those data science methods are described in the context of wind energy applications. Please find a book review, written by Professor Elsayed of Rutgers University for Technometrics (Vol. 62, No. 2, pp. 277–278, 2020).