INTRODUCTION TO DATA SCIENCE PDF

Data Parallel C++

by James Reinders, Ben Ashbaugh, James Brodman, Michael Kinsner, John Pennycook, Xinmin Tian

Learn how to accelerate C++ programs using data parallelism. This open book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics. Data parallelism in C++ enables...

Introduction to Scientific Programming with Python

by Joakim Sundnes

This open book offers an initial introduction to programming for scientific and computational applications using the Python programming language. The presentation style is compact and example-based, making it suitable for students and researchers with little or no prior experience in programming. The book uses relevant examples from mathematics a...

Managing Risk and Information Security

by Malcolm Harkins

Examine the evolving enterprise security landscape and discover how to manage and survive risk. While based primarily on the author's experience and insights at major companies where he has served as CISO and CSPO, the book also includes many examples from other well-known companies and provides guidance for a management-level audience. Man...

The Everyday Life of an Algorithm

by Daniel Neyland

This book begins with an algorithm - a set of IF...THEN rules used in the development of a new, ethical, video surveillance architecture for transport hubs. Readers are invited to follow the algorithm over three years, charting its everyday life. Questions of ethics, transparency, accountability and market value must be grasped by the algorithm in ...

Model-Based Demography

by Thomas Burch

Late in a career of more than sixty years, Thomas Burch, an internationally known social demographer, undertook a wide-ranging methodological critique of demography. This open access volume contains a selection of resulting papers, some previously unpublished, some published but not readily accessible [from past meetings of The International Union...

Ray Tracing Gems

by Eric Haines, Tomas Akenine-Möller

This book is a must-have for anyone serious about rendering in real time. With the announcement of new ray tracing APIs and hardware to support them, developers can easily create real-time applications with ray tracing as a core component. As ray tracing on the GPU becomes faster, it will play a more central role in real-time rendering. Ray Tracing...

TouchDevelop

by R. Nigel Horspool, Nikolai Tillmann

Mobile devices such as smartphones and tablets are set to become the main computers that virtually all people will own and carry with them at all times. And yet,mobile devices are not yet used for all computing tasks. A project at Microsoft Research was created to answer a simple question: "It is possible to create interesting apps directly on...

Intel Xeon Phi Coprocessor Architecture and Tools

by Rezaur Rahman

Intel Xeon Phi Coprocessor Architecture and Tools: The Guide for Application Developers provides developers a comprehensive introduction and in-depth look at the Intel Xeon Phi coprocessor architecture and the corresponding parallel data structure tools and algorithms used in the various technical computing applications for which it is suitable. It...

An Introduction to Zooarchaeology

by Diane Gifford-Gonzalez

This volume is a comprehensive, critical introduction to vertebrate zooarchaeology, the field that explores the history of human relations with animals from the Pliocene to the Industrial Revolution.​ The book is organized into five sections, each with an introduction, that leads the reader systematically through this swiftly expanding field. Sec...

Applied Bioinformatics

by Paul M. Selzer, Richard J. Marhöfer, Oliver Koch

This book introduces readers to the basic principles of bioinformatics and the practical application and utilization of computational tools, without assuming any prior background in programming or informatics. It provides a coherent overview of the complex field and focuses on the implementation of online tools, genome databases and software that c...