KNYGA Makoto Tsukada Linear Algebra with Python

Discover the fascinating world of linear algebra with "Linear Algebra with Python" by Makoto Tsukada, published by Springer Verlag in 2023. This comprehensive hardback edition spans 309 pages and delves into advanced topics that are essential for both students and professionals. Explore key concepts such as function space, Fourier analysis, and the Perron–Frobenius theorem. The book also covers linear differential equations, the state transition matrix, and the generalized inverse matrix. Additionally, you'll learn about singular value decomposition, tensor products, and linear regression models, making this text an invaluable resource for anyone looking to deepen their understanding of linear algebra through practical applications in Python. Perfect for those seeking to enhance their mathematical toolkit, this book is a must-have for aspiring mathematicians and data scientists alike.