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Название: Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications
Автор: D. Jude Hemanth
Издательство: Morgan Kaufmann/Elsevier
Год: 2024
Страниц: 254
Язык: английский
Формат: epub
Размер: 11.2 MB

Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for various applications. The book's authors provide readers with an in-depth look at the challenges and associated solutions, including case studies and real-world scenarios from across the globe. Development of scientific and enterprise applications are covered that will aid computer scientists in building practical/real-world AI-based Sentiment Analysis systems. With the vast increase in Big Data, computational intelligence approaches have become a necessity for Natural Language Processing (NLP) and Sentiment Analysis in a wide range of decision-making application areas. The opinions registered by the users on a specific subject is collectively analyzed to provide a final comment on the subject. Analyzing these data is a tedious task that can be solved by Machine Learning (ML) techniques. Hence, the combination of sentiments and ML techniques is extremely important to derive any information from the huge social media data. In this book, different types of ML and deep learning methods are explored in the context of different dimensions of sentiment analysis.

Название: Source Code Exploration with Memcached: A beginner's guide to understanding and exploring open-source code
Автор: Praveen Raj, Prashanth Raghu
Издательство: BPB Publications
Год: 2024
Страниц: 212
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Architect your own benchmarks. Open-source development has been the single most significant contributor to the development community, and the contributions are used across the IT landscape including corporations, universities, schools, etc. Open-source development skills enable developers to understand the intricacies of softwares, enabling robust decision-making while choosing technologies over trends and making mature decisions on a day-to-day development basis. This book is for all programming enthusiasts and is designed to be a Source code 101 level book, but it can help developers elevate to architect-level decision-making as well as architects to make solid software decisions while building the systems. Programming languages like Python, Lua, C, C++ (compilers), Lua, Rust, database systems, caching systems, web frameworks, and libraries, the availability of open-source code systems has greatly impacted visibility and democratized developer access to enterprise-grade software, resulting in rapid innovation at minimal cost. The impact of open-source software is greater than we can imagine, and the software mentioned here are just the tip of the iceberg. A programming language contains a parser, symbol table generator, compiler, assembler, and interpreter, to mention a few common phases, along with memory management, thread management, configurations, data structures, and many more. While exploring multiple languages, we can note that the code stages remain almost identical.

Название: PowerShell Essential Guide: Master the fundamentals of PowerShell scripting and automation
Автор: Prashanth Jayaram, Rajendra Gupta
Издательство: BPB Publications
Год: 2024
Страниц: 310
Язык: английский
Формат: epub (true)
Размер: 15.8 MB

PowerShell Essentials - Your path to efficient automation and scripting. In the last decade, PowerShell has propelled in every way in the automation arena. Since the inception of PowerShell, it has become a de facto tool for automation, and it is the favorite solution of many Windows administrators, with the capability to automate almost any task in the Microsoft ecosystem. Since the advent of PowerShell, it has been a lot easier to import the related modules and invoke the associated cmdlets call to take care of many day-to-day mundane activities, from simple to complex maintenance. Beginning with introductory chapters that cover Azure concepts, an overview of PowerShell, and other related tools, the reader will be introduced to the advanced concepts of Azure components without heavy emphasis on Cloud. For every section, the PowerShell code is designed, and readers with no prior experience can jump into the topics and get started with the examples. The aim of this book is to provide the reader with hands-on experience with Azure databases, enabling them to work with what is relevant in the market today and is clearly in the future. It would be great to have hands-on experience with PowerShell; this would help you to progress faster. However, if you have experience with PowerShell, you can jump to a specific chapter or topic in the book.

Название: Java Cryptography: Tools and Techniques
Автор: David Hook, Jon Eaves
Издательство: Leanpub
Год: 2023-06-13
Страниц: 511
Язык: английский
Формат: pdf (true), epub + Extras
Размер: 10.1 MB

Between the standard Java Runtime and the Bouncy Castle APIs there is a rich tool set of APIs to help work with the maze of standards and protocols needed for secure communication, storage and identity management. This book will help you navigate that maze and shine light into some of the darker corridors. Cryptography is about the security of communications. It provides mechanisms for hiding messages from outside observers, accurately identifying the originators of messages, determining that messages have been delivered safely without tampering, and making it possible to accurately identify both the entities receiving and sending messages when messages are being delivered between different parties. Over time, in our increasingly connected world, issues related to cryptography and security have increasingly become common in the development of applications and even other APIs. In this environment, Java still maintains its popularity as a language for the development and implementation of Internet applications. While Java has an established API for basic cryptography defined as part of the regular Java runtime, many things that developers generally need to do, such as producing and managing certificates, client credentials, time stamps, and secure messaging are not provided. The Legion of the Bouncy Castle Cryptography APIs were developed to fill a large part of this gap.

Название: Programming for Problem-Solving with C: Formulating Algorithms for Complex Problems
Автор: Dr. Kamaldeep
Издательство: BPB Publications
Год: 2024
Страниц: 480
Язык: английский
Формат: epub (true), pdf
Размер: 10.1 MB

This book equips you with the knowledge of fundamentals of C, a powerful and versatile programming language. It extensively explores the building blocks of computers, software, and algorithms, helping the readers gain a comprehensive understanding of how data is manipulated and solutions are designed. The readers will learn more about fundamental data types like integers, floats, and characters, master operators and expressions for manipulating data efficiently. We will explore control flow statements like if and for to write structured and logical code, and unlock the power of loops for repetitive tasks. As the book progresses, we will conquer advanced topics like recursion, user-defined functions, dynamic memory allocation, expanding coding skills and tackling complex problems with ease. This book guarantees knowledge beyond merely learning concept, helping you to acquire expertise required for future job roles. This book is meant for students in fields like, Computer Science or data analysis, seeking a strong C foundation. It can also be utilised by professional engineers, scientists, or developers looking to boost their analytical skills with C.

Название: Python GUI with PyQt: Learn to build modern and stunning GUIs in Python with PyQt5 and Qt Designer
Автор: Saurabh Chandrakar, Dr. Nilesh Bhaskarrao Bahadure
Издательство: BPB Publications
Год: 2024
Страниц: 440
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Master the art of GUI development in Python with this comprehensive guide. Python GUI with PyQt is an invaluable guide for both novice and experienced programmers who want to master the art of creating visually appealing and interactive graphical user interfaces (GUIs) for Python applications using the PyQt5 library and the Qt Designer visual layout tool. It covers all the essential concepts of PyQt5 GUI programming in a comprehensive and beginner-friendly manner. The book starts with the basics of GUI programming, such as creating windows, using layout managers, and managing signals and events. It then covers more advanced topics, such as creating dialog and message boxes, using container, input, item views, and display widgets. Then it teaches you to connect signals to slots, the cornerstone of event-driven programming, and discover how to utilize Qt Designer, a visual GUI design tool, to streamline the development process. You finally conclude your journey by mastering the art of display widgets, empowering you to present information with clarity and elegance. The book is also highly interactive, with practical examples and exercises at the end of each chapter. These help you solidify your understanding of the concepts and gain practical experience in PyQt5 GUI programming.

Название: Programming Languages: Concepts and Implementation
Автор: Saverio Perugini
Издательство: Jones & Bartlett Learning
Год: 2023
Страниц: 889
Язык: английский
Формат: pdf (true)
Размер: 15.0 MB

Programming Languages: Concepts and Implementation is a textbook on the fundamental principles of programming languages through a combination of concept-based and interpreter-based approaches. The book has an implementation-oriented focus and features conceptual and programming exercises that give students practical experience applying language theory and concepts. The book also showcases the construction of a progressive series of language interpreters in Python that cover the implementation of a host of core language concepts such as scope, first-class functions, and parameter passing. Other programming styles, including logic/declarative programming, and compelling language features, such as first-class continuations, are also discussed. Concepts are presented in Python, Scheme, jаvascript, Ruby, ML, Haskell, Prolog, and various other programming languages. This book is intended as a general-purpose textbook for a course on programming languages.

Название: Learning and Experiencing Cryptography with CrypTool and SageMath
Автор: Bernhard Esslinger
Издательство: Artech House
Год: 2024
Страниц: 665
Язык: английский
Формат: pdf (true)
Размер: 49.7 MB

This book provides a broad overview of cryptography and enables cryptography for trying out. It emphasizes the connections between theory and practice, focuses on RSA for introducing number theory and PKI, and links the theory to the most current recommendations from NIST and BSI. The book also enables readers to directly try out the results with existing tools available as open source. It is different from all existing books because it shows very concretely how to execute many procedures with different tools. The target group could be self-learners, pupils and students, but also developers and users in companies. All code written with these open-source tools is available. The appendix describes in detail how to use these tools. The main chapters are independent from one another. At the end of most chapters, you will find references and web links. The sections have been enriched with many footnotes. Within the footnotes you can see where the described functions can be called and tried within the different CrypTool versions, within SageMath or within OpenSSL. This book is written for both laymen and beginners, as well as for students and practitioners who would like to delve deeper into this field.

Название: Coding tricks, guides und tipps
Издательство: Papercut
Год / месяц: Januar 2024
Страниц: 147
Формат: PDF
Язык: Deutsch/немецкий
Размер: 77,8 MB

Das Programmieren zu lernen kann schon etwas entmutigend sein. Wo soll man beginnen? Welche Programmiersprache solltest du lernen? Was wird benotigt? Coding fur Einsteiger kann Ihnen dabei helfen, in der Welt des Programmierens Fub zu fassen. Wir haben Tipps fur den Einstieg, zur Wahl der Software sowie Anleitungen zu Python, C++, Linux-Scripting und sogar Windows-Batch-Dateien. Es gab noch nie einen besseren Zeitpunkt, um das Programmieren zu lernen, und mit Coding fur Einsteiger kannen auch Sie Ihre Reise ins Programmieren auf einfache Weise beginnen.

Название: Building Intelligent Systems Using Machine Learning and Deep Learning: Security, Applications and Its Challenges
Автор: Abhaya Kumar Sahoo, Chittaranjan Pradhan, Bhabani Shankar Prasad Mishra
Издательство: Nova Science Publishers
Год: 2024
Страниц: 238
Язык: английский
Формат: pdf (true)
Размер: 10.8 MB

The primary objective of this book is to provide insight into the design and development of the intelligent system. The proposed book volume mainly focuses on a Machine Learning and Deep Learning-based intelligent system that would bring out the latest trends in the field of tourism, healthcare, agriculture, etc. This book provides security solutions for the intelligent system in different applications. The technological gaps between the traditional system and intelligent system are mentioned in the book, which will help in better understanding for the implementation of the intelligent system using Machine Learning (ML) and Deep Learning (DL) approaches. Although ML and DL have made great achievements in intelligent systems, there are still substantial open challenges that have not been fully studied. The main open challenges of using ML and DL in intelligent systems are: (i) Better performance of the system (ii) Time complexity of the jobs running inside an intelligent system (iii) Managing overload tasks (iv) Providing security towards the system. This book will definitely help academicians, researchers and industry people towards the security, design and development of the intelligent system.