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Название: Big Data Analysis Using Machine Learning for Social Scientists and Criminologists
Автор: Juyoung Song and Tae Min Song
Издательство: Cambridge Scholars Publishing
Год: 2019
Формат: PDF
Страниц: 317
Размер: 20,03 МБ
Язык: English

This book provides a detailed description of the entire study process concerning gathering and analysing big data and making observations to develop a crime-prediction model that utilises its findings. It offers an in-depth discussion of several processes, including text mining, which extracts useful information from online documents; opinion mining, which analyses the emotions contained in documents; machine learning for crime prediction; and visualization analysis.
Разместил: ak5812 8-10-2020, 18:29 | Комментарии: 0 | Подробнее
Название: R Markdown Cookbook
Автор: Yihui Xie, Christophe Dervieux, Emily Riederer
Издательство: Chapman and Hall/CRC
Год: 2021
Формат: PDF, EPUB
Страниц: 390
Размер: 19 Mb
Язык: English

R Markdown is a powerful tool for combining analysis and reporting into the single document in the spirit of literate programming and reproducible research. Since the birth of the rmarkdown package in early 2014, R Markdown has grown substantially from a package that supports a few output formats (such as HTML, PDF, and Word) to an extensive and diverse ecosystem that enables the creation of books, blogs, scientific articles, websites, and more. Due to its rapid success, this ecosystem is hard to learn completely meaning that R Markdown users, from novices to advanced users, likely do not know all that these packages have to offer. The R Markdown Cookbook confronts this gap by showcasing short, practical examples of wide-ranging tips and tricks to get the most out of these tools.
Разместил: vitvikvas 8-10-2020, 14:42 | Комментарии: 0 | Подробнее
Название: Architectural Approach to Level Design: 2nd edition
Автор: Christopher W. Totten
Издательство: A K Peters/CRC Press
Год: 2019
Формат: True PDF
Страниц: 564
Размер: 50.7 Mb
Язык: English

Written by a game developer and professor trained in architecture, An Architectural Approach to Level Design is one of the first books to integrate architectural and spatial design theory with the field of level design. It explores the principles of level design through the context and history of architecture.
Разместил: bomboane 8-10-2020, 14:09 | Комментарии: 0 | Подробнее
AI-First Healthcare: AI Applications in the Business and Clinical Management of Health (Early Release)Название: AI-First Healthcare: AI Applications in the Business and Clinical Management of Health (Early Release)
Автор: Kerrie L. Holley, Siupo Becker
Издательство: O’Reilly Media
Год: 2020
Страниц: 160
Язык: английский
Формат: epub
Размер: 10.1 MB

AI is poised to transform every aspect of healthcare, including the way we manage personal health from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help solve pernicious healthcare problems. Kerrie Holley and Siupo Becker provide guidance to help informatics and healthcare leadership create AI strategy and implementation plans for healthcare. With this book, business stakeholders and practitioners will be able to build knowledge, a road map, and the confidence to support AI in their organizations—without getting into the weeds of algorithms or open source frameworks.
Разместил: Ingvar16 8-10-2020, 13:46 | Комментарии: 0 | Подробнее
Learn Python Digital Forensics (Python Technologies)Название: Learn Python Digital Forensics (Python Technologies)
Автор: Vishal Gupta
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 146
Язык: английский
Формат: pdf, rtf, epub
Размер: 10.1 MB

Digital forensics is the branch of forensic science that analyzes, examines, identifies as well as recovers the digital evidence from electronic devices. It is commonly used in criminal law and private investigation. This book will make you comfortable with performing Digital Forensics in Python on Windows operated digital devices. In this book, you will learn various concepts and coding for carrying out digital forensics in Python.
Разместил: Ingvar16 8-10-2020, 12:39 | Комментарии: 0 | Подробнее
Название: Modern Fortran: Building Efficient Parallel Applications
Автор: Milan Curcic
Издательство: Manning Publications
Год: 2020
Формат: PDF
Страниц: 418
Размер: 12 Mb
Язык: English

Modern Fortran: Building efficient parallel applications teaches you how to develop fast, efficient parallel applications with Fortran. To warm up, you'll start by building a simple application in modern Fortran, with a focus on reusable modules, functions, and subroutines. Next, you'll dive into Fortran's unique approach to parallel programming with coarrays. As you work through this practical guide, you'll systematically explore all the really interesting stuff: how to overload operators and generic functions, work with a variety of different inputs and outputs, and much more. Finally, you'll take on advanced parallelism with teams and events, and interoperability with C.
Разместил: vitvikvas 8-10-2020, 11:27 | Комментарии: 0 | Подробнее
Название: Моделирование систем. Практикум по компьютерному моделированию
Автор: Колесов Ю.Б., Сениченков Ю.Б.
Издательство: СПб.: БХВ-Петербуpг
Год: 2007
Cтраниц: 340
Формат: pdf
Размер: 15 мб
Язык: русский

Учебное пособие содержит: описание технологии разработки моделей сложных динамических систем и типовых вычислительных экспериментов, набор учебных заданий и описание численной библиотеки MvStudium. На прилагаемом к книге компакт-диске помещены все рассматриваемые в этом томе модели и демонстрационная версия среды визуального моделирования MvStudium. Для студентов вычислительных специальностей технических вузов.
Разместил: rivasss 8-10-2020, 10:31 | Комментарии: 0 | Подробнее

Название: Algebra-Driven Design: Elegant Software from Simple Building Blocks
Автор: Sandy Maguire
Издательство: Sandy Maguire
Год: 2020
Формат: PDF
Страниц: 337
Размер: 13.4 МБ
Язык: English

Hi there. My name is Sandy Maguire and you might know me from my blog where I write about type-level programming in Haskell.
One of purely functional programming's greatest strengths is its powerful abstraction capabilities. We proudly exclaim that our functions are referentially transparent, and because of that, our bugs will always be shallow. And this is often true.
Разместил: ak5812 8-10-2020, 07:20 | Комментарии: 0 | Подробнее
Big Java: Early Objects, 7th EditionНазвание: Big Java: Early Objects, 7th Edition
Автор: Cay S. Horstmann
Издательство: Wiley
Год: 2019
Страниц: 1377
Язык: английский
Формат: pdf (true)
Размер: 43.2 MB

Big Java: Early Objects, 7th Edition focuses on the essentials of effective learning and is suitable for a two-semester introduction to programming sequence. This text requires no prior programming experience and only a modest amount of high school algebra. Objects and classes from the standard library are used where appropriate in early sections with coverage on object-oriented design starting in Chapter 8. This gradual approach allows students to use objects throughout their study of the core algorithmic topics, without teaching bad habits that must be un-learned later. The second half covers algorithms and data structures at a level suitable for beginning students.
Разместил: Ingvar16 7-10-2020, 22:20 | Комментарии: 0 | Подробнее
Supervised Learning with Python: Concepts and Practical Implementation Using PythonНазвание: Supervised Learning with Python: Concepts and Practical Implementation Using Python
Автор: Vaibhav Verdhan
Издательство: Apress
Год: 2020
Страниц: 387
Язык: английский
Формат: pdf (true), epub
Размер: 21.6 MB

Gain a thorough understanding of supervised learning algorithms by developing use cases with Python. You will study supervised learning concepts, Python code, datasets, best practices, resolution of common issues and pitfalls, and practical knowledge of implementing algorithms for structured as well as text and images datasets.
Разместил: Ingvar16 7-10-2020, 17:37 | Комментарии: 0 | Подробнее
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