Cover image for Mathematics for Computer Scientists A Practice-Oriented Approach
Title:
Mathematics for Computer Scientists A Practice-Oriented Approach
Author:
Hartmann, Peter. author.
ISBN:
9783658404239
Edition:
1st ed. 2023.
Physical Description:
X, 590 p. 219 illus. online resource.
Contents:
DISCRETE MATHEMATICS AND LINEAR ALGEBRA -- Sets and mappings -- Logic -- Natural numbers, complete induction, recursion -- Some number theory -- Algebraic structures -- Vector spaces -- Matrices -- Gaussian algorithm and systems of linear equations -- Eigenvalues, eigenvectors and basis transformations -- Scalar product and orthogonal maps -- Graph theory -- ANALYSIS -- The real numbers -- Sequences and series -- Continuous functions -- Differential calculus -- Integral calculus -- Differential equations -- Numerical methods -- PROBABILITY AND STATISTICS -- Probability spaces -- Random variables -- Important distributions and stochastic processes -- Statistical methods -- Appendix.
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