Название: Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking
Автор: Foster Provost, Tom Fawcett
Издательство: O'Reilly Media
Год: 2013
Страниц: 414
Формат: PDF, EPUB
Размер: 30 Mb
Язык: English

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.

Название: Excel 2013: The Missing Manual
Автор: Matthew MacDonald
Издательство: O'Reilly Media
Год: 2013
Формат: PDF
Страниц: 1020
Для сайта: vtome.ru
Размер: 27 Mb
Язык: English
The world’s most popular spreadsheet program is now more powerful than ever, but it’s also more complex. That’s where this Missing Manual comes in. With crystal-clear explanations and hands-on examples, Excel 2013: The Missing Manual shows you how to master Excel so you can easily track, analyze, and chart your data. You’ll be using new features like PowerPivot and Flash Fill in no time.
The important stuff you need to know:

Название: An Introduction to Metaheuristics for Optimization
Автор: Bastien Chopard, Marco Tomassini
Издательство: Springer
Год: 2018
Страниц: 226
Формат: PDF
Размер: 10 Mb
Язык: English

The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies.
This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.

Название: Learning from Imbalanced Data Sets
Автор: Alberto Fern?ndez
Издательство: Springer
Год: 2018
Страниц: 377
Формат: PDF, EPUB
Размер: 39 Mb
Язык: English

This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features, and the most relevant proposed solutions. Additionally, it considers the different scenarios in Data Science for which the imbalanced classification can create a real challenge.

Название: Embedded System Design: Introduction to SoC System Architecture
Автор: Mohit Arora
Издательство: Learning Bytes Publishing
Год: 2016
ISBN: 978-0-9972972-0-1
Формат: PDF, DJVU
Страниц: 213
Размер: 10.82 МБ
Язык: English

The book's aim is to highlight all the complex issues, tasks and techniques that must be mastered by a SoC Architect to define and architect SoC for an embedded application. This book is primary focused on real problems with emphasis on architectural techniques across various aspects of chip-design, especially in context to embedded systems.

Название: Machine Learning: An Algorithmic Perspective, 2nd Edition
Автор: Stephen Marsland
Издательство: Chapman and Hall/CRC
Год: 2015
Страниц: 457
Формат: PDF
Размер: 10 Mb
Язык: English

A Proven, Hands-On Approach for Students without a Strong Statistical Foundation
Since the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning algorithms. Unfortunately, computer science students without a strong statistical background often find it hard to get started in this area.

Название: Programming Massively Parallel Processors: A Hands-on Approach, 3rd Edition
Автор: David B. Kirk, Wen-mei W. Hwu
Издательство: Morgan Kaufmann
Год: 2017
Страниц: 576
Формат: PDF
Размер: 24 Mb
Язык: English

Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs.
Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth.
For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices.

Название: Pattern Classification
Автор: Richard O. Duda, Peter E. Hart, David G. Stork
Издательство: John Wiley & Sons
Год: 2012
Формат: PDF
Страниц: 738
Размер: 11.28 МБ
Язык: English

The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances.

Название: Modern Data Access with Entity Framework Core: Database Programming Techniques for .NET, .NET Core, UWP, and Xamarin with C#
Автор: Holger Schwichtenberg
Издательство: Apress
ISBN: 1484235517
Год: 2018
Страниц: 665
Язык: английский
Формат: pdf (true), epub
Размер: 41.0 MB

C# developers, here’s your opportunity to learn the ins-and-outs of Entity Framework Core, Microsoft’s recently redesigned object-relational mapper. Benefit from hands-on learning that will teach you how to tackle frustrating database challenges, such as workarounds to missing features in Entity Framework Core, and learn how to optimize the performance of your applications, head-on! Modern Data Access with Entity Framework Core teaches best practices, guidance, and shortcuts that will significantly reduce the amount of resources you internally dedicate to programming data access code.

Название: Developing Windows Store Apps with HTML5 and javascript
Автор: Rami Sarieddine
Издательство: Packt Publishing
Год: 2013
Формат: PDF
Страниц: 184
Для сайта: vtome.ru
Размер: 4 Mb
Язык: English
The Windows store is growing in popularity and with this step-by-step guide it's easy to join the bandwagon using HTML5, CSS3, and jаvascript. From basic development techniques to publishing on the store, it's the complete primer.
Overview
Learn about the powerful new features in HTML5 and CSS3
Quick start a jаvascript app from scratch
Get your app into the store and learn how to add authentication