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This practical guide is designed for students and researchers with an existing knowledge of R who wish to learn how to apply it in an epidemiological context and exploit its... Læs mere
Poems that Solve Puzzles is the biography of an idea. The idea that algorithms - sequences of simple step-by-step instructions - can solve... Læs mere
Parallel Scientific Computation presents a methodology for designing parallel algorithms and writing parallel computer programs for modern computer architectures with multiple processors.
Describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial... Læs mere
An accessible, highly-illustrated introduction to deep learning that offers visual and conceptual explanations instead of equations. Readers learn how to use key deep learning algorithms without the need for complex math.
An introductory text that emphasizes the underlying algorithmic ideas that are driving advances in bioinformatics.
A novel, model-driven approach to security requirements engineering that focuses on socio-technical systems rather than merely technical systems.
A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.
In this practical guide, software-quality guru Capers Jones reveals best practices for ensuring software development success.