Название: Encyclopedia of Data Science and Machine Learning
Автор: John Wang
Издательство: IGI Global
Год: 2023
Страниц: 3143
Язык: английский
Формат: epub (true)
Размер: 154.5 MB

Big Data and Machine Learning are driving the Fourth Industrial Revolution. With the age of Big Data upon us, we risk drowning in a flood of digital data. Big Data has now become a critical part of both the business world and daily life, as the synthesis and synergy of Machine Learning and Big Data has enormous potential. Big Data and Machine Learning are projected to not only maximize citizen wealth, but also promote societal health. As Big Data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of Data Science, Machine Learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of Big Data and Machine Learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Название: Various Deep Learning Algorithms in Computational Intelligence
Автор: Oscar Humberto Montiel Ross
Издательство: MDPI
Год: 2023
Страниц: 284
Язык: английский
Формат: pdf (true)
Размер: 39.9 MB

This book highlights the importance of Deep Learning (DL), which has garnered significant attention in science, industry, and academia. It draws inspiration from the functioning of the human brain and the concept of learning. Unlike traditional and Machine Learning (ML) methods, Deep Learning techniques emulate the human brain's neural networks at a lower scale, allowing them to process and analyze substantial quantities of unstructured data. The remarkable proficiency of Deep Learning in unveiling intricate structures within extensive datasets genuinely resembles the extraordinary aptitude of the brain to recognize patterns and form complex connections. This unique characteristic allows DL to excel in modeling and solving complex problems across various scientific and technological fields. Just as the brain learns from experience, DL architectures learn through algorithms from data by adjusting numerous parameters during training to optimize their performance and accuracy. This concept of learning and adaptation is fundamental to DL's success. This reprint serves as an excellent opportunity to disseminate current knowledge beyond academic boundaries, reaching a diverse audience encompassing academics, professionals, and the general public. This wide readership fosters the potential for meaningful connections to established projects and the cultivation of collaboration for future research endeavors.

Название: Реактивное программирование на С++
Автор: Пай П. , Абрахам П.
Издательство: ДМК Пресс
Год: 2019
Cтраниц: 324, ил.
Формат: pdf (ocr)
Размер: 33 мб

В данной книге изложены понятия и принципы функционального реактивного программирования, помогающие строить параллельные, асинхронные приложения с наименьшими усилиями и минимумом ошибок. Рассмотрен обзор подходов к обработке событий, нашедших применение в ряде программных систем. Описаны средства параллельного, асинхронного и неблокирующего программирования. Изучив эту книгу, вы будете хорошо разбираться в тонкостях реактивной модели программирования и методах её реализации на новейшей версии языка C++ — языке стандарта C++17.

Название: Concepts and Techniques of Graph Neural Networks
Автор: Vinod Kumar, Dharmendra Singh Rajput
Издательство: IGI Global
Год: 2023
Страниц: 267
Язык: английский
Формат: pdf (true), epub
Размер: 33.6 MB

Graph Neural Networks, also known as GNNs, have seen a meteoric rise in popularity over the past few years due to its capacity to analyse data that is shown in the form of graphs. GNNs have been put to use in a broad variety of industries, including social network research, the search for new drugs, recommender systems, and traffic prediction, to mention just a few examples. GNNs are becoming increasingly popular, which has resulted in an increased interest in the issue among scholars and practitioners who are interested in better comprehending the fundamental ideas and procedures that underpin GNNs. The book “Concepts and Techniques of Graph Neural Networks” is a reference to the concepts and procedures that are utilised in Graph Neural Networks (GNNs). GNNs have developed as an effective method for modelling complicated structured data, such as social networks, protein structures, and traffic patterns, among other applications. Applications have been identified for them in a broad variety of domains, such as drug discovery, computer vision, natural language processing, and recommender systems. GNNs are especially helpful for solving situations in which the data is modelled as a graph, in which the nodes of the graph represent entities and the edges reflect the relationships between those entities.

Название: Docker Deep Dive: Zero to Docker in a single book, 2023 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: June 2023
Страниц: 267
Язык: английский
Формат: True/Retail (PDF, EPUB)
Размер: 29.2 MB

The demand for professionals with Docker skills that can develop cloud-native microservices applications is rising. Docker Deep Dive: 2023 Edition provides comprehensive explanations of core concepts and offers step-by-step guidance on creating and managing containerized applications – from source code to executing in the cloud. If you are looking for a comprehensive resource to help you master Docker and containers in the real world, this book is for you. As well as giving you valuable knowledge and skills, it offers insights and tips to help you navigate the container and cloud-native ecosystems with confidence. Docker is here and there’s no point hiding. If you want the best jobs working on the best technologies, you need to know Docker and containers. Docker and containers are central to Kubernetes, and knowing how they work will help you learn Kubernetes. They’re also positioned well for emerging cloud technologies such as WebAssembly on the server.

Название: Acing the USACO Bronze Competition (MEAP v4)
Автор: Zachi Baharav
Издательство: Manning Publications
Год: 2023
Страниц: 420
Язык: английский
Формат: pdf, epub
Размер: 20.0 MB

Everything you need to succeed in the USA Computing Olympiad (USACO) Bronze! The USA Computing Olympiad Bronze Division (USACO) is a fantastic way to distinguish yourself as a top candidate for colleges, talent hunters, and employers. Every year, this competition poses tough programming challenges to find the best of the best among thousands of high school students and other early career coders. Acing the USACO Bronze Competition shows you how to succeed in the fast and furious world of competitive programming. It demystifies the USACO and programming competitions, and teaches you to find the joy in competition that will take you all the way to the top. The book will help you build exactly the skills you need to pass the Bronze qualification. Each problem is sketched out with entertaining and informative illustrations so they’ll stick with you in the competitive USACO environment. You’ll learn multiple ways to solve any problem the competition throws at you. Most importantly, you’ll learn what not to do: how to avoid the pitfalls and mistakes that trip up lesser programmers. You’ll quickly become ready to earn your Bronze badge, move on to succeeding at Silver, and even try your luck at wider competitions.

Название: Principles, Policies, and Applications of Kotlin Programming
Автор: Duy Thanh Tran, Jun-Ho Huh
Издательство: IGI Global
Год: 2023
Страниц: 476
Язык: английский
Формат: pdf (true), epub
Размер: 53.7 MB

Kotlin programming has been recognized as the main language for deploying Android projects, so this language has tremendous potential. In order to understand the main principles and best applications of Kotlin programming, further research is needed. Principles, Policies, and Applications of Kotlin Programming provides complete knowledge of Kotlin programming. It presents the latest technology of Vert.X, Restful API programming application by Kotlin, as well as authentication techniques for Restful APIs, which are new and important content in backend deployment for software. Covering topics such as array processing, graphic user interface, and string processing, this premier reference source is a valuable resource for software developers, programmers, students and educators of higher education, researchers, and academicians. Kotlin is a form of programming language designed and standardized according to its own rule system, it can be programmed stand-alone or integrated with the Java programming language. Kotlin has now become a popular language for Android programming, increasingly interested in the programming community. There are many advantages that the Kotlin programming language offers such as the ability to overcome the weaknesses of Java. Currently, Java is one of the preferred programming languages when developers implement Android projects, but it still has certain limitations. One of the biggest lingering problems in Java is the lack of extensibility and inability to support functional programming.

Название: Getting Started With Java Using Eclipse: mastering the Language and the Development Platform
Автор: Bernhard Steppan
Издательство: Elektor
Год: 2023
Страниц: 522
Язык: английский
Формат: pdf (true)
Размер: 36.0 MB

Many people would like to learn Java but getting started is not easy since programming with Java requires at least two things: mastering the programming language and the development environment. With the help of many examples, this book shows how the language is structured. In addition, it employs the Eclipse development environment as an example of a powerful tool to teach developing Java programs. In Basics, the first part of the book, you acquire your Java and Eclipse basic knowledge. This part lays the programming foundations, gives you an overview of Java technology, and shows you what is special about object-oriented programming. In the second part called Java Language, everything revolves around the subtleties of the Java language and this is where the first small Java applications are created, aided by a fine blend of the knowledge part and practical exercises. Java Technology is both the name and the focus of the third part which also introduces you to the rules to observe when programming, what class libraries are and what advantages they have. In addition, you will learn how to test programs, what algorithms are, and how to program them. The fourth part, Java Projects, enables you to apply all the previous elements in an application with a graphical user interface. The project shows how to develop a larger application piece by piece with the Eclipse development environment.

Название: Handbook of Research on AI-Based Technologies and Applications in the Era of the Metaverse
Автор: Alex Khang, Vrushank Shah, Sita Ranis
Издательство: IGI Global
Год: 2023
Страниц: 554
Язык: английский
Формат: pdf (true), epub
Размер: 42.0 MB

The recent advancements in the field of the Internet of Things (IoT), AI, Big Data, blockchain, augmented reality (AR)/virtual reality (VR), cloud platforms, quantum computing, cybersecurity, and telecommunication technology enabled the promotion of conventional computer-aided industry to the metaverse ecosystem that is powered by AR/VR-driven technologies. In this paradigm shift, the integrated technologies of IoT and AI play a vital role to connect the cyberspace of computing systems and virtual environments. AR/VR supports a huge range of industrial applications such as logistics, the food industry, and manufacturing utilities. AI-Based Technologies and Applications in the Era of the Metaverse discusses essential components of the metaverse ecosystem such as concepts, methodologies, technologies, modeling, designs, statistics, implementation, and maintenance. Covering key topics such as Machine Learning, Deep Learning, quantum computing, and blockchain, this premier reference source is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Название: Building User-Friendly DSLs (MEAP v12)
Автор: Meinte Boersma
Издательство: Manning Publications
Год: 2023
Страниц: 697
Язык: английский
Формат: pdf, epub
Размер: 61.6 MB

Domain-specific languages are custom text or graphical interfaces that allow domain experts to create and modify their own software systems. With a syntax that’s clear and familiar to the non-technical user, DSLs are precise enough to generate working software that would normally require traditional coding. Written for developers who need to create user-facing DSLs, Building User-Friendly DSLs unlocks clear and practical methods to create DSLs with easy-to-use interfaces. By working through a detailed example of a car rental company, you'll see how creating a custom DSL can get rid of time-consuming and bureaucratic code adjustments, freeing you up to work on features whilst your clients and colleagues write their software themselves! Imagine if your non-technical clients could safely produce software without the need for anyone to manually write code. Domain-specific languages are purpose-built programming interfaces that make that possible—no programming experience required. This frees software developers from the time-consuming translation of a client's functional and domain-specific specifications, replacing complex code for modern and intuitive UIs.