Savov, Ivan

No bullshit guide to linear algebra Ivan Savov (Author) - xi, 581 pages : illustrations 22 cm

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."

9780992001025


Algebras
Mathematics --Textbooks
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