Название: Computational Intelligence: Theory and Applications
Автор: T. Ananth Kumar, E. Golden Julie, Venkata Raghuveer Burugadda, Abhishek Kumar
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 396
Язык: английский
Формат: pdf (true)
Размер: 36.4 MB

This book provides a comprehensive exploration of Computational Intelligence (CI) techniques and their applications, offering valuable insights into advanced information processing, Machine Learning concepts, and their impact on agile manufacturing systems. Computational Intelligence presents a new concept for advanced information processing. Computational Intelligence (CI) is the principle, architecture, implementation, and growth of Machine Learning concepts that are physiologically and semantically inspired. Computational Intelligence methods aim to develop an approach to evaluating and creating flexible processing of human information, such as sensing, understanding, learning, recognizing, and thinking. The Artificial Neural Network simulates the human nervous system's physiological characteristics and has been implemented numerically to non-linear mapping. Fuzzy Logic Systems simulate the human brain's psychological characteristics and have been used for linguistic translation through membership functions and bioinformatics. The Genetic Algorithm simulates computer evolution and has been applied to solve problems with optimization algorithms for improvements in diagnostic and treatment technologies for various diseases. To expand the agility and learning capacity of manufacturing systems, these methods play essential roles. This book will express the computer vision techniques that make manufacturing systems more flexible, efficient, robust, adaptive, and productive by examining many applications and research into Computational Intelligence techniques concerning the main problems in design, making plans, and manufacturing goods in agile manufacturing systems.

Название: Composing Software: An Exploration of Functional Programming and Object Composition in jаvascript (2024)
Автор: Eric Elliott
Издательство: Leanpub
Год: 2024-08-11
Страниц: 238
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Unlock the power of functional programming in jаvascript with this detailed guide. Master essential techniques like function composition, immutability, and higher-order functions to create modular, maintainable code that's easy to understand and reuse. This book delves into functional programming and composition techniques in jаvascript, starting with core concepts like pure functions, shared state avoidance, and higher-order functions to build modular, maintainable code. Early chapters explore the fundamentals of functional programming, immutability, and its growing influence in the jаvascript community. You'll learn essential topics such as function composition, currying, and higher-order functions, as well as advanced concepts like abstract data types, functors, and monads. The book discusses the evolution of functional programming, its role in modern software development, and addresses challenges like the software crisis and composing with classes. You'll learn essential topics like object-oriented programming, focusing on factory functions, functional mixins, and object composition. You'll also understand why traditional classes complicate composition and discover strategies for creating custom data types, lenses, and transducers. The book also covers best practices, emphasizing clean, reusable code and avoiding anti-patterns like excessive mocking. By the end, you'll be ready to apply functional programming techniques to tackle complex design challenges and write more maintainable jаvascript code. The book is ideal for jаvascript developers who want to deepen their understanding of functional programming and software composition. Familiarity with jаvascript basics is required. This book is suitable for both intermediate and advanced programmers who want to write more maintainable and modular code.

Название: Logs and Telemetry: Using Fluent Bit, Kubernetes, streaming and more
Автор: Phil Wilkins
Издательство: Manning Publications
Год: 2025
Страниц: 394
Язык: английский
Формат: pdf (true)
Размер: 21.7 MB

Build cloud native observability pipelines with minimal footprints and high-performance throughput—all with Fluent Bit, Kubernetes, and your favorite visualization and analytics tools. Logs and Telemetry is an all-practical guide to monitoring both cloud-native and traditional environments with the Fluent Bit observability tool. It takes you from the basics of collecting app logs, all the way to filtering, routing, enriching and transforming logs, metrics, and traces. Within the world of Kubernetes, there are probably as many opinions on what is involved in Kubernetes monitoring as there are flavors of Kubernetes. This book looks at all the major Kubernetes features available at this writing, but don’t expect it to be a comprehensive guide on, say, building Helm charts for Fluent Bit. (For that, read a book about Helm first and then read this book. This will give you an understanding of how to package Fluent Bit, which is no different from any other application.) More of us work with prepackaged Kubernetes stacks than build Kubernetes environments from scratch. These configurations are opinionated, so if you know how they’re configured, this book will equip you with the understanding to capture those metrics, logs, and traces. In its most basic form, Kubernetes is a clever and highly configurable application process running on a configurable OS. Keeping this in mind and seeing a lot of Fluent Bit’s standard features will help you. For developers, DevOps engineers, and SREs working with observability.

Название: Data Analytics for Finance Using Python
Автор: Nitin Jaglal Untwal, Utku Kose
Издательство: CRC Press
Год: 2025
Страниц: 138
Язык: английский
Формат: pdf (true), epub
Размер: 12.3 MB

Unlock the power of data analytics in finance with this comprehensive guide. Data Analytics for Finance Using Python is your key to unlocking the secrets of the financial markets. In this book, you’ll discover how to harness the latest data analytics techniques, including Machine Learning and inferential statistics, to make informed investment decisions and drive business success. With a focus on practical application, this book takes you on a journey from the basics of data preprocessing and visualization to advanced modeling techniques for stock price prediction. This book is designed to provide finance professionals, researchers, and students with a comprehensive guide to the application of data analytics in finance. The book covers a wide range of topics, from the basics of data preprocessing and visualization to advanced Machine Learning models and inferential statistical techniques for stock price prediction. This book provides a strong basic foundation for Machine Learning and its application in finance. It emphasizes various Machine Learning algorithms and their application to the finance discipline. The advanced Machine Learning concepts are discussed lucidly over their practical application and theoretical understanding. The topics covered in the book act as a step-by-step guide for the application of Machine Learning tools in finance.

Название: C++ & Python Coding Manual - 20th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Страниц: 148
Язык: английский
Формат: pdf
Размер: 86.6 MB

Сделайте совершенными свои навыки программирования, изучив основы Python и C++! Высококачественные справочники и подробные руководства от команды экспертов по изучению Python и его применению в реальных программах. Понимание основ C++ и навыков оптимизации кода. Python и C++ - это самые мощные и универсальные языки программирования. Понимание и овладение ими позволяет нам лучше разбираться в современных технологиях и как они взаимодействуют с нами и нашим окружением.

Название: ASP.NET Core: A Pro-Level Guide to ASP.NET Core: Mastering High-Performance Web Solutions
Автор: Clayton Fleming
Издательство: Independently published
Год: 2024
Страниц: 255
Язык: английский
Формат: epub
Размер: 10.1 MB

Elevate your development skills to expert levels with "ASP.NET Core: A Pro-Level Guide to ASP.NET Core: Mastering High-Performance Web Solutions," the definitive resource for professionals seeking to advance their knowledge of ASP.NET Core and build sophisticated, high-performance web applications. This book is designed for developers who have a foundational understanding of ASP.NET Core and are ready to explore the more advanced features and capabilities the framework has to offer. Inside, you will discover a wealth of information on how to enhance the scalability, reliability, and efficiency of your web solutions. Each chapter dives deep into critical topics, including advanced performance tuning, real-time applications with SignalR, integrating with front-end frameworks, and deploying scalable microservices architectures. You'll learn to implement cutting-edge security measures to protect your applications from emerging threats and to use the latest ASP.NET Core tools and libraries to maximize your development efficiency. Whether you're looking to refine your coding techniques, enhance the performance and security of your web applications, or explore the vast potential of microservices, "ASP.NET Core: A Pro-Level Guide to ASP.NET Core" provides the expert guidance and in-depth analysis you need to succeed. Unlock the full potential of ASP.NET Core and take your development projects to the next level with this essential read.

Название: C# 13 Programming Essentials - .NET 9 Edition: Learn C# and .Net 9 Programming using Visual Studio Code
Автор: Neil Smyth
Издательство: Payload Media, Inc.
Год: 2024
Страниц: 990
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book is a comprehensive guide to mastering the C# 13 programming language and the .NET 9 SDK, providing a thorough learning experience for both beginners and experienced developers. With 31 detailed chapters, 30 online knowledge quizzes, and access to downloadable project code, this guide is structured to support your journey from basic concepts to advanced programming techniques, all within the Visual Studio Code environment. We will start by introducing the foundational components of the C# ecosystem, providing an overview of the Common Language Infrastructure (CLI), the Common Intermediate Language (CIL), and the Virtual Execution System (VES). These initial sections will offer a deeper understanding of the platform’s architecture. Following that, we will provide step-by-step instructions for installing and using the Visual Studio Code environment. As you advance, you will learn about the foundational principles of the C# language. This will include exploring topics such as variables, constants, operators, flow control, and loops. These basic concepts will then be expanded to cover object-oriented programming (OOP), with an emphasis on inheritance, abstract classes, interfaces, and structures. Whether you are new to programming or seeking to refine your skills, C# 13 Programming Essentials - .NET 9 Edition offers the knowledge and practical guidance you need to succeed in C# development.

Название: C++ For Concurrency And Parallel Programming: Mastering Multithreading, Multiprocessing, and High-Performance Computing with C++11/C++14/C++17
Автор: Tech Greeny
Издательство: Independently published
Год: 2024
Страниц: 158
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Unlock the full potential of C++ for concurrent and parallel programming! This comprehensive guide provides a thorough introduction to the cutting-edge features and techniques of C++11/C++14/C++17 for building high-performance, scalable, and efficient concurrent systems. The contents of this book, "C++ for Concurrency and Parallel Programming: Master Multithreading, Synchronization, and High-Performance Computing", are intended to provide a general understanding of concurrency and parallel programming techniques in C++. While every effort has been made to ensure the accuracy and clarity of the information presented, the author and publisher make no warranties, express or implied, regarding the applicability, performance, or completeness of the methods or examples provided. This book is not a substitute for professional advice or technical consultation. Readers should use the techniques and code samples at their own discretion and test them in their own environments. The author and publisher shall not be held liable for any errors, omissions, or outcomes resulting from the use of the information contained herein, including but not limited to data loss, performance degradation, or security vulnerabilities in software systems. Furthermore, concurrency and parallel programming can present challenges such as race conditions, deadlocks, and other complex issues. It is the responsibility of the reader to ensure that their implementation is correct and appropriate for their specific use case, and to follow best practices for safe and efficient parallel code.

Название: Анализ и проектирование систем с использованием UML: учебное пособие для вузов
Автор: Галиаскаров Э.Г., Воробьев А.С.
Издательство: Юрайт
Год: 2024
Страниц: 127
Язык: русский
Формат: pdf
Размер: 24.2 MB

Данное пособие представляет собой практическое руководство по использованию UML для разработки программных систем. Оно позволит научиться выявлять основные понятия предметной области и разрабатывать красивые диаграммы классов, описывать функциональные требования в виде спецификаций вариантов использования и превращать их в правильные проектные решения. Дополнительно в пособии рассмотрена работа с замечательным CASE-средством Visual Paradigm и средой разработки MDriven. Существует достаточно большое количество методов проектирования и разработки программного обеспечения. В данном учебном пособии мы ориентируемся исключительно на объектно-ориентированные методы. В частности, мы поша­гово разберем, как проводить объектно-ориентированный ана­лиз, и затронем ряд моментов, связанных с проектированием. Базовый принцип объектно-ориентированного анализа (да­лее ООА) — это представление предметной области как сово­купности объектов, которые имеют определенные свойства и поведение, и взаимодействуют друг с другом, обеспечивая решения возложенных на них задач. На стадии проектирова­ния предлагается высокоуровневая стратегия по построению приложения (архитектуры системы), определяющая, каким образом модели реального мира, полученные на этапе анали­за, преобразуются в структуры программных классов и модели поведения, удовлетворяющие исходным требованиям к систе­ме. Наконец, на стадии реализации проектные модели преоб­разуются в программный код и структуры баз данных. Учебное пособие предназначено для самостоятельной рабо­ты студентов, изучающих дисциплину «Основы объектно-ори­ентированного анализа и проектирования», и призвано позна­комить с практикой выполнения анализа предметной области решаемой задачи, привить навыки проектирования на основе объектно-ориентированного подхода, научить моделированию с использованием UML. Для студентов высших учебных заведений, обучающихся по ИТ-направлениям, а также преподавателей и всех интересующихся.

Название: Python Cookbook: Everyone can cook delicious recipes 300+
Автор: Hernando Abella
Издательство: Aluna Publishing House
Год: 2024
Страниц: 486
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Learn to cook delicious and fun recipes in Python. codes that will help you grow in the programming environment using this wonderful language. Some of the recipes you will create will be related to: Algorithms, classes, flow control, functions, design patterns, regular expressions, working with databases, and many more things. Learning these recipes will give you a lot of confidence when you are creating great programs and you will have more understanding when reading live code. Algorithms are step-by-step procedures or formulas for solving problems and performing tasks. They are the backbone of Computer Science, enabling efficient data processing and decision-making. An algorithm takes input, processes it through a series of well-defined steps, and produces an output. They can range from simple arithmetic operations to complex data structures and sorting techniques. Effective algorithms are characterized by their efficiency, scalability, and clarity. Understanding and designing algorithms are crucial for optimizing performance and resource utilization in software development.