Saff E. Matrix Fundamentals. From Equation Solving to Signal Processing 2ed 2025
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Saff E. Matrix Fundamentals. From Equation Solving to Signal Processing 2ed 2025
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Total size: 6.82 MB
Added: 1 month ago (2025-08-03 07:18:01)
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Info Hash: 4B4E4B765128E7DDB3AB6ACC8DBB2E0D9EDC6AD5
Last updated: 12 hours ago (2025-09-13 01:44:18)
Description:
Textbook in PDF format
Matrix Fundamentals introduces tools for working with matrices, their applications, and their significance in the broader context of linear algebra. Assuming no previous exposure to matrices, the first four chapters provide a foundation accessible to students with a basic knowledge of calculus, covering essential matrix methods used in various quantitative fields. The book formulates algorithms and discusses their practical implementation. Later chapters introduce more advanced topics, such as singular value decomposition, along with some modern applications. Emphasizing visualization and experimentation, this text is designed for undergraduate courses for students in STEM, as well as business, economics and social sciences