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Название: High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark
Автор: Holden Karau, Rachel Warren
Издательство: O'Reilly Media
Год: 2017
Страниц: 358
Формат: True PDF, EPUB, AZW3
Размер: 12 Mb
Язык: English

Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau and Rachel Warren demonstrate performance optimizations to help your Spark queries run faster and handle larger data sizes, while using fewer resources.

Название: Deep Learning for Computer Architects
Автор: Brandon Reagen, Paul Whatmough, Robert Adolf
Издательство: Morgan & Claypool Publishers
Год: 2017
Страниц: 124
Формат: PDF
Размер: 10 Mb
Язык: English

Machine learning, and specifically deep learning, has been hugely disruptive in many fields of computer science. The success of deep learning techniques in solving notoriously difficult classification and regression problems has resulted in their rapid adoption in solving real-world problems. The emergence of deep learning is widely attributed to a virtuous cycle whereby fundamental advancements in training deeper models were enabled by the availability of massive datasets and high-performance computer hardware.

Название: Mathematics for Computer Graphics, 5th Edition
Автор: John Vince
Издательство: Springer
Год: 2017
Страниц: 505
Формат: PDF
Размер: 15 Mb
Язык: English

The first five chapters cover a general introduction, number sets, algebra, trigonometry and coordinate systems, which are employed in the following chapters on vectors, matrix algebra, transforms, interpolation, curves and patches, analytic geometry and barycentric coordinates. Following this, the reader is introduced to the relatively new topic of geometric algebra, followed by two chapters that introduce differential and integral calculus. Finally, there is a chapter on worked examples.

Название: Data Science at the Command Line: Facing the Future with Time-Tested Tools
Автор: Jeroen Janssens
Издательство: O'Reilly Media
Год: 2014
Страниц: 212
Формат: True PDF
Размер: 10 Mb
Язык: English

This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and model your data.
To get you started—whether you’re on Windows, OS X, or Linux—author Jeroen Janssens introduces the Data Science Toolbox, an easy-to-install virtual environment packed with over 80 command-line tools.

Название: Think Stats: Exploratory Data Analysis, 2nd Edition
Автор: Allen B. Downey
Издательство: O'Reilly Media
Год: 2014
Страниц: 226
Формат: EPUB, MOBI
Размер: 13 Mb
Язык: English

If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

Название: Информатика
Автор: Михеева Е.В., Титова О.И.
Издательство: М.: Академия
Год: 2016
Страниц: 352
ISBN: 978-5-4468-3145-6
Формат: PDF
Размер: 50 Мб
Язык: русский

В учебном пособии изложены основы базовых знаний по информатике: автоматизированная обработка информации, состав персонального компьютера и его программное обеспечение, работа с информацией и ее защита, сетевые технологии обработки и прикладные программные средства, а также автоматизированные информационных схемы.

Название: Fuzzy Control, Estimation and Diagnosis: Single and Interconnected Systems
Автор: Magdi S. Mahmoud
Издательство: Springer
Год: 2017
Формат: PDF
Размер: 24 Мб
Язык: английский / English

This textbook explains the principles of fuzzy systems in some depth together with information useful in realizing them within computational processes. The various algorithms and example problem solutions are a well-balanced and pertinent aid for research projects, laboratory work and graduate study. In addition to its worked examples, the book also uses end-of-chapter exercises as an instructional aid with a downloadable solutions manual available to instructors. The content of the book is developed and extended from material taught for four years in the author’s classes.

Название: Agile Metrics in Action: Measuring and Enhancing the Performance of Agile Teams
Автор: Christopher W. H. Davis
Издательство: Manning Publications
Год: 2015
Страниц: 272
Формат: PDF, EPUB, MOBI
Размер: 35 Mb
Язык: English

Project tracking systems, test and build tools, source control, continuous integration, and other built-in parts of the software development lifecycle generate a wealth of data that can be used to track and improve the quality and performance of products, processes, and teams.

Название: Information and Software Technologies: 22nd International Conference, ICIST 2016
Автор: Giedre Dregvaite and Robertas Damasevicius
Издательство: Springer
Год: 2016
Формат: PDF
Размер: 75 Мб
Язык: английский / English

This book constitutes the refereed proceedings of the 22nd International Conference on Information and Software Technologies, ICIST 2016, held in Druskininkai, Lithuania, in October 2016.
The 61 papers presented were carefully reviewed and selected from 158 submissions. The papers are organized in topical sections on information systems; business intelligence for information and software systems; software engineering; information technology applications.

Название: Communication in Critical Embedded Systems: First Workshop, WoCCES 2013
Автор: Kalinka Branco and Alex Pinto
Издательство: Springer
Год: 2017
Формат: PDF
Размер: 14 Мб
Язык: английский / English

This book constitutes the best paper selection from the First Workshop, WoCCES 2013, held in Bras?lia, Brazil, in May 2013, the Second Workshop, WoCCES 2014, held in Florian?polis, Brazil, in May 2014, the Third Workshop, WoCCES 2015, held in Vit?ria, Brazil, in May 2015, and the 4th Workshop, WoCCES 2016, held in Salvador, Brazil, in June 2016.

The 7 revised full papers were carefully reviewed and selected from 41 submissions. The papers focus on important innovations and recent advances in the specification, design, construction and use of communication in critical embedded systems.