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Introduction to Applied Linear Algebra
Stephen Boyd
Lieven Vandenberghe
其他書名
Vectors, Matrices, and Least Squares
出版
Cambridge University Press
, 2018-06-07
主題
Business & Economics / Econometrics
Computers / Artificial Intelligence / General
Computers / Optical Data Processing
Mathematics / Algebra / General
Mathematics / Algebra / Linear
Mathematics / Applied
Mathematics / Matrices
Mathematics / Probability & Statistics / General
Mathematics / Optimization
Technology & Engineering / Engineering (General)
ISBN
1316518965
9781316518960
URL
http://books.google.com.hk/books?id=IApaDwAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
This groundbreaking textbook combines straightforward explanations with a wealth of practical examples to offer an innovative approach to teaching linear algebra. Requiring no prior knowledge of the subject, it covers the aspects of linear algebra - vectors, matrices, and least squares - that are needed for engineering applications, discussing examples across data science, machine learning and artificial intelligence, signal and image processing, tomography, navigation, control, and finance. The numerous practical exercises throughout allow students to test their understanding and translate their knowledge into solving real-world problems, with lecture slides, additional computational exercises in Julia and MATLAB®, and data sets accompanying the book online. Suitable for both one-semester and one-quarter courses, as well as self-study, this self-contained text provides beginning students with the foundation they need to progress to more advanced study.