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The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are ...
Quantum computing explained in terms of elementary linear algebra, emphasizing computation and algorithms and requiring no background in physics.
This introduction to quantum algorithms is ...
This survey of the most important properties of the Chebyshev polynomials encompasses several areas of mathematical analysis: interpolation theory, orthogonal polynomials, approximation theory, numerical integration ...
An outstanding introduction to tensor analysis for physics and engineering students, this text admirably covers the expected topics in a careful step-by-step manor. In addition ...
Requiring only an elementary knowledge of ordinary differential equations, this concise text is dedicated to helping engineering students solve problems in their field involving partial ...
This is the second edition of the now definitive text on partial differential equations (PDE). It offers a comprehensive survey of modern techniques in the ...
This concise book on the functions of a complex variable provides the basics on a number of important topics: Conformal representation Special transformations The complex ...
This introductory treatment of theory, proof techniques, and related concepts is designed for undergraduate courses. Topics include propositional logic, quantifiers, sets, functions, relations, mathematical induction ...
This classic electrical engineering text by a prominent educator is consistently praised not only for its wealth of information but also for a level of ...
Newly revised and updated, this text offers a consistent approach to classical integral transforms and expansion theorems via the spectral theory of self-adjoint operators. The ...
This original work discusses mathematical methods needed by undergraduates in the United States and Canada preparing for competitions at the level of the International Mathematical ...
"An elegant piece of work, suitable as a text for the beginning student as well as pleasant and informative reading for the mature mathematician." - Scripta ...
