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This practical introduction for final-year undergraduate and graduate students is ideally suited to computer scientists without a background in calculus and linear algebra. Numerous examples and exercises are provided. Additional resources available online and in the comprehensive software package include computer code, demos and teaching materials for instructors.A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus.