Python Roams the Kingdom of Mathematics - Advanced Mathematics, Linear Algebra, Mathematical Statistics and Operations Research

This book refers to the syllabus of courses such as "Advanced Mathematics", "Linear Algebra", "Probability Theory and Mathematical Statistics" and "Operations Research" in the science and engineering departments of colleges and universities. It uses Python language to implement relevant calculations, graphic display and model solution. The content includes introduction to Python programming language, extreme operations and functions. Derivation and integration of numbers, solution of differential equations, series, determinant calculation, solution of linear equations, random variables and their distribution, numerical characteristics of random variables, parameter estimation, hypothesis testing, variance analysis and regression, linear programming, nonlinear programming, dynamic programming, graph and network planning and queuing theory, etc. This book has detailed content, concise writing, and rich examples. It focuses on the close integration of undergraduate mathematical theory and scientific calculations. This book can be used as a learning experiment book for undergraduates majoring in science and engineering in colleges and universities, and can also be used as a reference book for those interested in Python scientific computing.