No bullshit guide to linear algebra Ivan Savov (Author)
Material type: TextDescription: xi, 581 pages : illustrations 22 cmISBN:- 9780992001025
- 512.5 SAV
Item type | Current library | Shelving location | Call number | Copy number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|---|
Books | CamTech Library | General Collections | 512.5 SAV (Browse shelf(Opens below)) | C.1 | Checked out | 07/03/2024 | AA00011AA |
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Math fundamentals
Intro to linear algebra
Computational linear algebra
Geometric aspects of linear algebra
Linear transformations
Theoretical linear algebra
Applications
Probability theory
Quantum mechanics
End matter
A. Answers and solutions
B. Notation
"Linear algebra is the foundation of science and engineering. Knowledge of linear algebra is a prerequisite for studying statistics, machine learning, computer graphics, signal processing, chemistry, economics, quantum mechanics, and countless other applications. Indeed, linear algebra offers a powerful toolbox for modelling the real world. The NO BULLSHIT GUIDE TO LINEAR ALGEBRA shows the connections between the computational techniques of linear algebra, their geometric interpretations, and the theoretical foundations. This university-level textbook contains lessons on linear algebra written in a style that is precise and concise. Each concept is illustrated through definitions, formulas, diagrams, explanations, and examples of real-world applications. Readers build their math superpowers by solving practice problems and learning to use the computer algebra system SymPy to speed up tedious matrix arithmetic tasks."
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