Название: Programming-Based Formal Languages and Automata Theory: Design, Implement, Validate, and Prove
Автор: Marco T. Morazán
Издательство: Springer
Серия: Texts in Computer Science
Год: 2023
Страниц: 530
Язык: английский
Формат: pdf
Размер: 14.0 MB

This textbook introduces formal languages and automata theory for upper-level undergraduate or beginning graduate students. While it contains the traditional mathematical development usually employed in computational theory courses, it is also quite different from many of them. Machines, grammars, and algorithms developed as part of a constructive proof are intended to be rendered as programs. The book is divided into four parts that build on each other. Part I reviews fundamental concepts. It introduces programming in FSM and reviews program design. In addition, it reviews essential mathematical background on sets, relations, and reasoning about infinite sets. Part II starts the study of formal languages and automata theory in earnest with regular languages. It first introduces regular expressions and shows how they are used to write programs that generate words in a regular language. Given that regular expressions generate words, it is only natural to ask how a machine can recognize words in a regular language. This leads to the study of deterministic and nondeterministic finite-state machines. Part III starts the exploration of languages that are not regular with context-free languages. It begins with context-free grammars and pushdown automata to generate and recognize context-free languages, and it ends with a discussion of deterministic pushdown automata and illustrates why these automatons are fundamentally different from nondeterministic pushdown automata. Part IV eventually explores languages that are not context-free, known as context-sensitive languages.

Название: Deep Learning for Multimedia Processing Applications: Volume Two: Signal Processing and Pattern Recognition
Автор: Uzair Aslam Bhatti, Jingbing Li, Mengxing Huang
Издательство: CRC Press
Год: 2024
Страниц: 481
Язык: английский
Формат: pdf (true)
Размер: 29.6 MB

Deep Learning for Multimedia Processing Applications is a comprehensive guide that explores the revolutionary impact of Deep Learning techniques in the field of multimedia processing. Written for a wide range of readers, from students to professionals, this book offers a concise and accessible overview of the application of Deep Learning in various multimedia domains, including image processing, video analysis, audio recognition, and natural language processing (NLP). Divided into two volumes, Volume Two delves into advanced topics such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs), explaining their unique capabilities in multimedia tasks. Readers will discover how Deep Learning (DL) techniques enable accurate and efficient image recognition, object detection, semantic segmentation, and image synthesis. The book also covers video analysis techniques, including action recognition, video captioning, and video generation, highlighting the role of deep learning in extracting meaningful information from videos. Furthermore, the book explores audio processing tasks such as speech recognition, music classification, and sound event detection using DL models. It demonstrates how Deep Learning algorithms can effectively process audio data, opening up new possibilities in multimedia applications. Lastly, the book explores the integration of Deep Learning with natural language processing techniques, enabling systems to understand, generate, and interpret textual information in multimedia contexts. Throughout the book, practical examples, code snippets, and real-world case studies are provided to help readers gain hands-on experience in implementing DL solutions for multimedia processing.

Название: Apache Pulsar в действии
Автор: Дэвид Хьеррумгор
Издательство: ДМК Пресс
Год: 2023
Страниц: 491
Язык: русский
Формат: pdf
Размер: 12.0 MB

Книга научит вас создавать масштабируемые системы потокового обмена сообщениями с использованием Pulsar. Вы начнете с быстрого ознакомления с корпоративными системами обмена сообщениями и откроете для себя уникальные преимущества Pulsar. Следуя четким описаниям и выполняя практические примеры, вы будете использовать фреймворк Pulsar Functions для разработки приложения на основе микросервисов. Книга «Apache Pulsar в действии» предназначена главным образом для разработчиков на языке Java, интересующихся технологией обработки потоковых данных, или для разработчиков микросервисов, которые ищут альтернативный фреймворк для порождения (генерации) событий. Группы DevOps, заинтересованные в развертывании и функционировании Pulsar в своих организациях, также найдут эту книгу полезной. Одним из основных критических замечаний по Apache Pulsar является общее отсутствие документации и сообщений в блогах, доступных в интернете, и, хотя без сомнений ожидается, что это изменится в ближайшем будущем, я надеюсь, что книга поможет заполнить этот пробел в промежуточный период и принесет пользу всем, кто хочет узнать больше о потоковой обработке в целом и об Apache Pulsar в частности. Предварительные знания о платформе Apache Pulsar не требуются.

Название: PowerShell Practitioner: Understanding The Core Building Blocks of Programming & Scripting through PowerShell, plus Debunking Popular Misconceptions
Автор: Justin Stevens-Sobolewski
Издательство: Scarlet Publishing House
Год: 2023
Страниц: 171
Язык: английский
Формат: epub
Размер: 16.3 MB

PowerShell Practitioner acquaints readers with fundamental programming knowledge first. You will be sufficiently armed to approach problems programmatically, better understand and tackle real-world business challenges, develop and implement business solutions, and iteratively enhance existing solutions to help drive CPI (continuous process improvement). PowerShell Practitioner is a comprehensive guide spanning just under 200 pages; a non-fiction work geared toward tech-centric individuals and seasoned IT professionals interested in programming or a desire to sharpen existing skill sets. With almost a decade of cumulative experience in Information Technology, I commit to personally leading you through the fundamentals and popular misconceptions of entry-level programming and scripting. The main advantages of using PowerShell include its versatility, extensibility, and ease of use. PowerShell supports a wide range of commands, and modules, which can be used to manage and automate a variety of tasks. PowerShell also provides programmer with consistent syntax and object-oriented design, which makes it easy to learn and use, even for those who are not experienced with programming languages. PowerShell is built on top of the .NET Framework (don't worry if you're not familiar with .NET) and utilizes its rich set of libraries and APIs. This provides access to a wide range of functionalities, including file system management, registry management, and network management. Additionally, PowerShell provides support for modules and plugins, which can extend its capabilities and provide additional functionality.

Название: Understanding Microsoft Teams Administration: Configure, Customize, and Manage the Teams Experience 2nd Edition
Автор: Balu N Ilag, Durgesh Tripathy, Vijay Ireddy
Издательство: Apress
Год: 2024
Страниц: 913
Язык: английский
Формат: pdf
Размер: 30.5 MB

This book provides solutions, best practices, tips, and workarounds to plan, design, customize, implement, and manage Microsoft Teams in any environment. This revised edition has been updated to reflect all the latest techniques and products, including migration from Skype for Business On-Prem to Microsoft Teams, along with Teams for Education, which includes a range of features and tools that enable teachers and students to collaborate, communicate, and learn in a virtual environment.The book begins with an overview of Microsoft Teams, including its architecture, teams/channels, audio/video meetings, and the phone system. The authors then take you deeper into deployment and management of teams, clients, guests and external access, and live events, followed by a walk-through of network assessment and bandwidth planning for Teams. Here, you will learn about deployment of quality of service and how to configure your phone systems using direct routing and calling plans. Moving forward, you will learn Microsoft Teams administration and policy management along with the migration process of Skype from Business On-Prem to Microsoft Teams. To wrap things up, the authors demonstrate some troubleshooting techniques for call quality issues in Teams, and walk you through various features of Teams for Education and how to utilize them.

Название: Becoming a Computational Thinker: Success in the Digital Age
Автор: Paul S. Wang
Издательство: CRC Press
Год: 2024
Страниц: 332
Язык: английский
Формат: pdf (true)
Размер: 46.6 MB

This book has a single purpose: to help everyone become computational thinkers. Computational thinking (CT) is thinking informed by the digital age, and a computational thinker is someone who can apply that thinking everywhere and anywhere. Through practical examples and easy-to-grasp terminology, this book is a guide to navigating the digital world and improving one’s efficiency, productivity, and success immediately. Given its pervasiveness, knowledge and experience of computation is a cornerstone of productivity, and improved thinking will lead to advances in every aspect of one’s life. In this way, CT can be thought of as the mutual reinforcement of thinking and knowledge of computation in the digital age. Comprising a rich collection of self-contained articles that can be read separately, and illustrated by pictures, images and article-end crossword puzzles, this book is an engaging and accessible route to ‘Becoming a Computational Thinker’ and achieving ‘Success in the Digital Age’. Computers brought us the digital revolution. People in the digital age have such wonderful things as laptops, smartphones, satellite navigation, drones, the Internet, the web, social media, streaming video, Artificial Intelligence (AI), and more. We are experiencing the fourth industrial revolution brought by significant applications of digital technologies and ever-increasing automation in all parts of our economy.

Название: Practical Spring LDAP: Using Enterprise Java-Based LDAP in Spring Data and Spring Framework 6, Second Edition
Автор: Balaji Varanasi, Andres Sacco
Издательство: Apress
Год: 2024
Страниц: 332
Язык: английский
Формат: pdf
Размер: 10.1 MB

This revised edition is your practical, hands-on guide to developing Java-based enterprise applications with big data or batches of data using the Spring LDAP and the Spring Data LDAP frameworks. The book covers these popular Spring project modules and explains the purpose and fundamental concepts of LDAP before giving a comprehensive tour of the latest version of Spring LDAP and Spring Data LDAP as found in Spring Framework 6. The book provides a detailed treatment of LDAP controls and the new features of Spring LDAP such as Object Directory Mapping and LDIF parsing. LDAP has become the de facto standard for storing and accessing information in enterprises. Despite its widespread adoption, developers often struggle when it comes to using this technology effectively. The traditional Java LDAP and JNDI approaches have proven to be painful and have resulted in complex, less modular applications. The Spring LDAP framework provides an ideal alternative. After reading and using this book, you'll come away with a level of comfort for working with large batches of data or big data in your enterprise Spring applications development.

Название: Machine Learning for Physicists: A hands-on approach
Автор: Sadegh Raeisi, Sedighe Raeisi
Издательство: IOP Publishing
Год: 2023
Страниц: 234
Язык: английский
Формат: pdf (true)
Размер: 32.8 MB

This book presents Machine Learning (ML) concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications. For this book, basic familiarity with programming and basic Python syntaxes are essential. Additionally, there are libraries such as NumPy, Pandas, and Matplotlib that are extremely helpful for handling and visualization of the data and are used frequently in this context. The reader is thus encouraged to become familiar with them.

Название: The Complete C++ & Python Manual - 17th Edition 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 148
Язык: английский
Формат: pdf
Размер: 78.3 MB

Раскройте мощь Python и C++. Базовые знания о программировании могут открыть множество различных дверей для новичков. Вы сможете лучше понять, как аппаратное и программное обеспечение работают вместе, как функционирует ваш компьютер или устройство и как невероятные открытые игровые среды преобразуют из единиц и нулей в то, что отображается на вашем мониторе или телевизоре. Технологии повсюду, и все они связаны между собой посредством программирования. Ваш телевизор, микроволновая печь, автомобильные развлечения и сам Интернет - все они зависят от хорошего программирования, чтобы заставить их работать так, как вы хотите. На этих страницах вы найдете строительные блоки, которые помогут вам сделать первые шаги в мир программирования. Мы взяли два самых мощных и универсальных языка программирования, Python и C++, и разбили знания о них на небольшие статьи и руководства, чтобы помочь вам узнать, как они работают и как заставить их работать на вас.

Название: Innovative Quantum Computing
Автор: Steven Duplij, Raimund Vogl
Издательство: IOP Publishing
Год: 2023
Страниц: 175
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book presents new and prospective approaches to quantum computing. It introduces the many possibilities to further develop the mathematical methods of quantum computation and its applications to future functioning and operational quantum computers. In this book, various extensions of the qubit concept, starting from obscure qubits, superqubits and other fundamental generalizations, are considered. New gates, known as higher braiding gates, are introduced. These new gates are implemented as an additional stage of computation for topological quantum computations and unconventional computing when computational complexity is affected by its environment. Other generalizations are considered and explained in a widely accessible and easy-to-understand way. Presented in a book for the first time, these new mathematical methods will increase the efficiency and speed of quantum computing.Part of IOP Series in Coherent Sources, Quantum Fundamentals, and Applications.