Unlock the power of multivariate data analysis with ‘Multivariate Data Analysis on Matrix Manifolds: With Manopt’ from The Bookish Owl. This graduate-level textbook offers a novel approach, framing common MDA techniques as optimization problems on matrix manifolds. Learn to solve these complex challenges using the free Manopt software. Packed with practical examples, Manopt codes, and software guides, this book is ideal for researchers and practitioners in computational statistics, data mining, data science, machine learning, and optimization. It provides essential background on MDA, matrix manifolds, and optimization methods, making advanced analysis accessible. Dive into in-depth studies of individual MDA techniques with exercises, some posing challenging research questions. A must-have for those with a background in MDA, matrix analysis, and optimization.