Litgu.ru - Литературный Гуру

Название: Fundamentals of Pattern Recognition and Machine Learning
Автор: Ulissers Braga-Neto
Издательство: Springer
Год: 2020
Формат: PDF
Страниц: 366
Размер: 10 Mb
Язык: English

Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pattern Recognition or Machine Learning at the graduate or advanced undergraduate level. The book combines theory and practice and is suitable to the classroom and self-study. The book is intended to be concise but thorough. It does not attempt an encyclopedic approach, but covers in significant detail the tools commonly used in pattern recognition and machine learning, including classification, dimensionality reduction, regression, and clustering, as well as recent popular topics such as Gaussian process regression and convolutional neural networks.

Название: Fundamentals of Machine Learning
Автор: Thomas Trappenberg
Издательство: Oxford University Press
Год: 2020
Формат: EPUB
Страниц: 272
Размер: 10 Mb
Язык: English

Interest in machine learning is exploding worldwide, both in research and for industrial applications. Machine learning is fast becoming a fundamental part of everyday life.
This book is a brief introduction to this area - exploring its importance in a range of many disciplines, from science to engineering, and even its broader impact on our society. The book is written in a style that strikes a balance between brevity of explanation, rigorous mathematical argument, and outlines principle ideas. At the same time, it provides a comprehensive overview of a variety of methods and their application within this field. This includes an introduction to Bayesian approaches to modeling, as well as deep learning.

Название: Random Forests with R
Автор: Robin Genuer, Jean-Michel Poggi
Издательство: Springer
Серия: Use R!
Год: 2020
Страниц: 107
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book offers an application-oriented guide to random forests: a statistical learning method extensively used in many fields of application, thanks to its excellent predictive performance, but also to its flexibility, which places few restrictions on the nature of the data used. Indeed, random forests can be adapted to both supervised classification problems and regression problems. In addition, they allow us to consider qualitative and quantitative explanatory variables together, without pre-processing. Moreover, they can be used to process standard data for which the number of observations is higher than the number of variables, while also performing very well in the high dimensional case, where the number of variables is quite large in comparison to the number of observations. Consequently, they are now among the preferred methods in the toolbox of statisticians and data scientists. The book is primarily intended for students in academic fields such as statistical education, but also for practitioners in statistics and machine learning.

Название: Beginning Android Games Development: From Beginner to Pro
Автор: Ted Hagos, Mario Zechner, J.F. DiMarzio, Robert Green
Издательство: Apress
Год: 2020
Формат: EPUB, PDF
Страниц: 374
Размер: 24 Mb
Язык: English

Do you have an awesome idea for the next break-through mobile gaming title? This updated edition will help you kick-start your project as it guides you through the process of creating several example game apps using APIs available in Android. You will learn the basics needed to join the ranks of successful Android game app developers. the book starts with game design fundamentals using Canvas and Android SDK 10 or earlier programming basics. You then will progress toward creating your own basic game engine and playable game apps that work on Android 10 or earlier smartphones and tablets. You take your game through the chapters and topics in the book to learn different tools such as OpenGL ES.

Название: Создаем вирус и антивирус
Автор: Гульев И.А.
Издательство: М.: ДМК-пресс
Год: 1999
Формат: fb2/rtf
Размер: 24 мб
Язык: русский

Virus Warning!С этим сообщением, хоть раз в жизни, сталкивался любой пользователь компьютера. Вирмейкеры с упорством маньяков плодят все новые и новые разновидности вирусов. Бытует мнение, что избавиться от них можно лишь с помощью сложных и дорогостоящих новейших антивирусных программ.

Название: Словарь по программированию
Авторы: Борковский А. Б., Зайчик Б. И., Боровикова Л. И.
Издательство: М.: Русский язык
Год: 1991
Страниц: 286
Формат: pdf
Размер: 15 мб
Язык: русский

Словарь содержит около 5 тыс. английских терминов и их эквиваленты на русском, немецком и французском языках по системам программирования, архитектуре ЭВМ, вычислительным сетям, машинной графике, системам подготовки текстов, искусственному интеллекту. В конце словаря даны указатели русских, немецких и французских терминов. Словарь рассчитан на переводчиков и специалистов, занимающихся вопросами программирования.

Название: Build Your Own BASIC: From Scratch
Автор: Richard Whipple
Издательство: Independently Published
Год: 2020
Формат: epub/azw3/pdf(conv.)
Страниц: 164
Размер: 11.5 Mb
Язык: English

"In my first book in this series, “Build Your Own Computer-From Scratch”, I started with a few basic concepts and guided the nontechnical reader through the design of a working computer. The emphasis was on hardware design with less attention paid to software. In this book, software is the focus."

Название: Python for Six Sigma
Автор: S. H. U. LIU
Издательство: Independently Published
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 379
Размер: 11.4 Mb
Язык: English

In the era of Industry 4.0, all successful companies are transforming their production facilities into a 'smart factory'. They are competing for real-time access to continuous flow of data from their production lines and from their customers. The rich data flow enables companies to serve customers with innovative products and services. If you, the individual employee, want to be an active contributor in this revolution, you will need to become a data scientist and a process improvement expert.

Название: Node.js API: Learn server-side jаvascript by building your own Node.js server from scratch
Автор: Greg Sidelnikov
Издательство: Learning Curve Books
Год: 2020
Страниц: 102
Язык: английский
Формат: pdf, epub
Размер: 22.7 MB

This book is an introduction to building your own Node server from scratch. Although Express is a popular framework that acts as a wrapper around native Node architecture it will not be covered by this book. There are already plenty of good tutorials and books that cover the subject. Node API - as the title suggests - will focus on the bare bone server architecture written directly on top of Node in vanilla jаvascript. This book is for those who enjoy the process of understanding how Node-based web applications work from the ground up, without adding more layers of abstraction. There are plenty of lessons to be learned here.

Автор: Абдрахманов М.И.
Название: Python. unittest
Издательство: Devpractice Team
Год: 2017
Формат: pdf
Размер: 10.8 MB
Язык: русский

“Python. unittest” позволит вам максимально комфортно войти в мир тестирования в Python. Основное внимание уделено созданию тестов, объединению их в группы, запуску, обработке результатов тестирования и пропуску ненужных тестов. Рассмотрена работа с классами TestCase, TestSuite, TestLoader, TestResult и TextTestRunner.