Название: Federated Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Автор: Qiang Yang, Yang Liu
Издательство: Morgan & Claypool
Год: 2019
Страниц: 209
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

How is it possible to allow multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private? Traditional Machine Learning approaches need to combine all data at one location, typically a data center, which may very well violate the laws on user privacy and data confidentiality. Today, many parts of the world demand that technology companies treat user data carefully according to user-privacy laws. The European Union's General Data Protection Regulation (GDPR) is a prime example. In this book, we describe how Federated Machine Learning addresses this problem with novel solutions combining distributed machine learning, cryptography and security, and incentive mechanism design based on economic principles and game theory.

Название: General Video Game Artificial Intelligence (Synthesis Lectures on Games and Computational Intelligence)
Автор: Diego Perez Liebana, Simon M. Lucas, Raluca D. Gaina
Издательство: Morgan & Claypool Publishers
Год: 2019
Формат: True PDF
Страниц: 192
Размер: 21.4 Mb
Язык: English

Research on general video game playing aims at designing agents or content generators that can perform well in multiple video games, possibly without knowing the game in advance and with little to no specific domain knowledge.
The general video game AI framework and competition propose a challenge in which researchers can test their favorite AI methods with a potentially infinite number of games created using the Video Game Description Language. The open-source framework has been used since 2014 for running a challenge. Competitors around the globe submit their best approaches that aim to generalize well across games. Additionally, the framework has been used in AI modules by many higher-education institutions as assignments, or as proposed projects for final year (undergraduate and Master's) students and Ph.D. candidates.

Название: Algorithms in Machine Learning Paradigms (Studies in Computational Intelligence)
Автор: Jyotsna Kumar Mandal (Editor), Somnath Mukhopadhyay (Editor), Paramartha Dutta (Editor), Kousik Dasgupta (Editor)
Издательство: Springer
Год: 2020
Формат: true pdf/epub
Страниц: 195
Размер: 42.9 Mb
Язык: English

This book presents studies involving algorithms in the machine learning paradigms. It discusses a variety of learning problems with diverse applications, including prediction, concept learning, explanation-based learning, case-based (exemplar-based) learning, statistical rule-based learning, feature extraction-based learning, optimization-based learning, quantum-inspired learning, multi-criteria-based learning and hybrid intelligence-based learning.

Название: Программирование на языке Си
Автор(ы): Рацеев С.М.
Издательство: Ульяновск: УлГУ
Год: 2015
Страниц: 320
Формат: PDF
Размер: 10 Мб
Язык: русский

Учебное пособие предлагает читателю курс программирования, ориентированный на язык Си. Пособие содержит много примеров с часто применяемыми алгоритмами и фундаментальными структурами данных, при этом для некоторых задач приводится несколько способов решения в зависимости от начальных данных. Также имеется большое количество задач для отработки основных приемов программирования на языке Си

Название: Analysis and Design of Next-Generation Software Architectures: 5G, IoT, Blockchain, and Quantum Computing
Автор: Arthur M. Langer
Издательство: Springer
Год: 2020
Формат: true pdf/epub
Страниц: 308
Размер: 22.3 Mb
Язык: English

This book provides a detailed “how-to” guide, addressing aspects ranging from analysis and design to the implementation of applications, which need to be integrated within legacy applications and databases.
The analysis and design of the next generation of software architectures must address the new requirements to accommodate the Internet of things (IoT), cybersecurity, blockchain networks, cloud, and quantum computer technologies. As 5G wireless increasingly establishes itself over the next few years, moving legacy applications into these new architectures will be critical for companies to compete in a consumer-driven and social media-based economy. Few organizations, however, understand the challenges and complexities of moving from a central database legacy architecture to a ledger and networked environment.

Название: The C++ Standard Library 2nd Edition includes C++ 2017
Автор: Rainer Grimm
Издательство: Learn Publishing
Год: 2018
Формат: True PDF/ePub
Страниц: 251
Размер: 2.6 Mb
Язык: English

With C++11, C++14, and C++17 we got a lot of new C++ libraries. In addition, the existing ones are greatly improved. The key idea of my book is to give you the necessary information to the current C++ libraries in about 250 pages.
The book is an improved version of my German book C++ Standardbibliothek published by O'Reilly.

Название: The Essentials of Modern Software Engineering: Free the Practices from the Method Prisons!
Автор: Ivar Jacobson, Harold “Bud” Lawson, Pan-Wei Ng, Paul E. McMahon, Michael Goedicke
Издательство: Association for Computing Machinery and Morgan & Claypool Publishers
Год: 2019
Формат: PDF
Страниц: 402
Размер: 32,7 Mb
Язык: English

We have developed software for many years, clearly more than 50 years. Thousands of books and many more papers have been written about how to develop software. Almost all teach one particular approach to doing it, one which the author thinks is the best way of producing great software; we say each author has canned his/her method. Most of these authors have some interesting ideas, but none can help you in all the circumstances you will be faced with when you develop software.

Название: Guide to Efficient Software Design: An MVC Approach to Concepts, Structures, and Models (Texts in Computer Science)
Автор: David P. Voorhees
Издательство: Springer
Год: 2020
Формат: true pdf/epub
Страниц: 519
Размер: 23.4 Mb
Язык: English

This classroom-tested textbook presents an active-learning approach to the foundational concepts of software design. These concepts are then applied to a case study, and reinforced through practice exercises, with the option to follow either a structured design or object-oriented design paradigm. The text applies an incremental and iterative software development approach, emphasizing the use of design characteristics and modeling techniques as a way to represent higher levels of design abstraction, and promoting the model-view-controller (MVC) architecture.

Название: Swift. Основы разработки приложений под iOS, iPadOS и macOS, 5-е издание
Автор: Василий Усов
Издательство: Питер
Год: 2020
Страниц: 497
Язык: русский
Формат: pdf
Размер: 10.3 MB

Язык Swift молод, он растет, развивается и изменяется, хотя основные подходы к программированию и разработке уже сформировались. В новом, пятом издании книги была полностью переработана первая часть книги, что делает знакомство с языком Swift более комфортным, а весь текст актуализирован в соответствии с возможностями Swift 5.

Название: Python The Complete Manual - 8th Edition, 2019
Автор: Dan Peel (Editor)
Издательство: Future Publishing
Год: 2019
Страниц: 132
Язык: английский
Формат: pdf
Размер: 83.0 MB

Python - это универсальный язык и его рост популярности, конечно, не удивителен. Его сходство с повседневным английским языком сделали его идеальным компаньоном для Raspberry Pi, который часто является первым шагом в практическое программирование. Но не обманывайтесь его послужным спиcком для новичков, Python имеет множество более продвинутых функций. В этом новом издании вы узнаете, как программировать на Python, открыть для себя удивительные проекты, чтобы улучшить ваше понимание и найти способы использовать Python для повышения вашего опыта компьютерных вычислений. Вы также будете создавать интересные проекты, включая программирование клона Space Invaders и учить Raspberry Pi многозадачности. Давайте начнём программировать!