Introduction to High-Performance Scientific Computing
by Victor Eijkhout
Publisher: University of Texas 2014
Number of pages: 535
A course in everything that it takes to be a successful computational scientist: computer architecture, parallel computers, machine arithmetic, numerical linear algebra, applications. The contents of this book is a combination of theoretical material and selfguided tutorials on various practical skills.
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by Eva Volna - Bookboon
This book gives an introduction to Soft Computing, which aims to exploit tolerance for imprecision, uncertainty, approximate reasoning, and partial truth in order to achieve close resemblance with human like decision making.
by Tony Hey, Stewart Tansley, Kristin Tolle - Microsoft Research
The Fourth Paradigm, the collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how it can be fully realized.
by Christine Alvarado, et al. - Harvey Mudd College
Our objective is to provide an introduction to computer science as an intellectually vibrant field rather than focusing exclusively on computer programming. We emphasize concepts and problem-solving over syntax and programming language features.
by Robert M. Keller - Harvey Mudd College
This book is intended for a second course in computer science, one emphasizing principles wherever it seems possible. It is not limited to programming, it attempts to use various programming models to explicate principles of computational systems.