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Название: Machine Learning and Modeling Techniques in Financial Data Science
Автор: Haojun Chen
Издательство: IGI Global Scientific Publishing
Год: 2025
Страниц: 574
Язык: английский
Формат: pdf (true), epub
Размер: 34.1 MB

The integration of Machine Learning and modeling in finance is transforming how data is analyzed, enabling more accurate predictions, risk assessments, and strategic planning. These advanced techniques empower financial professionals to uncover hidden patterns, automate complex processes, and enhance decision-making in volatile markets. This technological shift not only drives innovation within financial sectors but also supports broader economic stability and growth by improving forecasting and mitigating risks. Machine Learning and Modeling Techniques in Financial Data Science provides an updated review and highlights recent theoretical advances and breakthroughs in professional practices within financial Data Science, exploring the strategic roles of Machine Learning and modeling techniques across various domains in finance. It offers a comprehensive collection that brings together a wealth of knowledge and experience. Covering topics such as algorithmic trading, financial technology (FinTech), and natural language processing (NLP), this book is an excellent resource for business professionals, leaders, policymakers, researchers, academicians, and more.

Название: Паттерны объектно-ориентированного проектирования
Автор: Ральф Джонсон, Эрих Гамма, Ричард Хелм, Джон Влиссидес
Издательство: Питер
Год: 2021
Cтраниц: 448
Формат: pdf
Размер: 38 мб
Язык: русский

Юбилейное издание легендарной книги Банды четырех.
Больше 25 лет прошло с момента выхода первого тиража книги Design Patterns. За это время книга из популярной превратилась в культовую. Во всем мире ее рекомендуют прочитать каждому, кто хочет связать жизнь с информационными технологиями и программированием. «Русский» язык, на котором разговаривают айтишники, поменялся, многие англоязычные термины стали привычными, паттерны вошли в нашу жизнь. Перед вами юбилейное издание с обновленным переводом книги, ставшей must-read для каждого программиста.

Название: Pro Restful APIs with Micronaut: Build Java-Based Microservices with Rest, Json, and XML, 3rd Edition
Автор: Sanjay Patni
Издательство: Apress
Год: 2025
Страниц: 180
Язык: английский
Формат: pdf
Размер: 14.8 MB

Discover the RESTful technologies, including REST, JSON, XML, JAX-RS web services, SOAP, and more, for building today's Java-based microservices, big data applications, and web service applications using the Micronaut framework. This book is based on a course the Oracle-based author is teaching for UC Santa Cruz Silicon Valley which covers architecture, design best practices, and coding labs. This book gives you all the fundamentals from the top down: from the top (architecture) through the middle (design) to the bottom (coding). This third edition is updated with chapters on Micronaut JAX-RS and Micronaut Security, along with overall code updates to account for Micronaut 4. This book is a must have for any microservices or web services application programmer or developer building applications and services for today's enterprises. For experienced Java and web programmers and developers who may be new to microservices and even cloud-native applications development.

Название: Modern API Design with gRPC: Efficient Solutions to Design Modern APIs with gRPC Using Golang for Scalable Distributed Systems
Автор: Hitesh Pattanayak
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 398
Язык: английский
Формат: True/Retail PDF, True ePUB
Размер: 10.1 MB

Elevate Your Development with Effortless and Efficient API Communication. “Modern API Design with gRPC” is a definitive guide that empowers developers to leverage the full potential of gRPC in constructing efficient and scalable distributed systems. Beginning with an exploration of API evolution and its significance in software development, the book seamlessly transitions into the core concepts of gRPC architecture, protocol buffers, and stubs. Through practical examples and clear instructions, readers embark on a journey to establish their first gRPC server and client, laying a solid groundwork for further exploration. An API, or ‘Application Programming Interface,’ serves as a bridge between software components. I personally perceive the origin of APIs in the pursuit of ‘Code Reusability,’ akin to the motivation behind crafting functions. What sets APIs apart from functions is their inherent ‘Remote-ness,’ where APIs are stationed at network-accessible locations. This book caters to intermediate to advanced software developers and programmers aiming to enhance their expertise in modern API development using gRPC. Prior familiarity with fundamental software development concepts and proficiency in at least one programming language such as C++, Python, Ruby, Objective-C, PHP, C# are recommended to fully comprehend the concepts presented in this guide.

Название: The Agile Guide to Business Analysis and Planning: From Strategic Plan to Continuous Value Delivery
Автор: Howard Podeswa
Издательство: Pearson Education/ Addison-Wesley Professional
Год: 2021
Страниц: 801
Язык: английский
Формат: pdf (true), epub (true)
Размер: 32.3 MB

The Agile Guide to Business Analysis and Planning presents clear, actionable guidance for every product owner, product and program manager, business analyst, requirements engineer, and project manager seeking to improve agile analysis and planning. Renowned author and consultant Howard Podeswa teaches best practices drawn from agile and agile-adjacent frameworks, including ATDD, BDD, DevOps, CI/CD, Kanban, Scrum, SAFe, XP, Lean Thinking, Lean Startup, Circumstance-Based Market Segmentation, and theories of disruptive innovation. He offers a comprehensive agile roadmap for analyzing customer needs and planning product development, including discussion of legacy business analysis tools that still offer immense value to agile teams.

Название: Backend Software Architecture using Golang: Microservices, distributed systems, and cloud-native technologies
Автор: Bharat Chandra Baddepudi
Издательство: BPB Publications
Год: 2025
Страниц: 320
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

As AI-driven systems evolve, robust backends are vital for managing large-scale data. This book explores backend principles, focusing on Go (Golang) for scalable, cloud-native development. It highlights Go’s readability, concurrency, and open-source support. Step-by-step guidance, design patterns, and examples help developers and architects create resilient systems for modern software applications. It starts with the basics of backend development, covering programming, databases, APIs, and cloud services. You will learn Go fundamentals like data structures, packages, and testing, followed by using frameworks like Gin and Echo for web servers. It introduces microservices, Docker, Kubernetes, and concepts like concurrency and fault tolerance. You will explore inter-service communication (REST, gRPC, GraphQL), data modeling with relational and NoSQL databases, and scalability. The book also dives into CI/CD, cloud deployment, monitoring, security best practices, and strategies for maintaining backend systems efficiently.

Название: .NET MAUI Projects: A guide to building applications for Windows, macOS, Android, and iOS
Автор: Sivaraj Ambat
Издательство: BPB Publications
Год: 2025
Страниц: 214
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

.NET Multi-platform App UI (.NET MAUI) is a cross-platform framework for creating native mobile and desktop apps with C# and eXtensible Application Markup Language (XAML). Using .NET MAUI, you can develop apps running on Android, iOS, macOS, and Windows from a single shared codebase. This book guides readers through the fundamentals of .NET MAUI cross-platform application development. It begins by exploring the concept of cross-platform development and introduces .NET MAUI, highlighting its evolution from Xamarin.Forms. The book then covers essential topics such as setting up the development environment, learning C# programming fundamentals, and mastering XAML for defining the user interface, including data binding. Through a series of practical projects, including a Color Picker, Tip Calculator, BMI Calculator, Unit Converter, and Weather App, readers gain hands-on experience in applying .NET MAUI concepts to build real-world mobile applications. The readers will gain a solid foundation in developing cross-platform applications using .NET MAUI. They will gain enough knowledge and skills to build simple applications for Windows, macOS, Android, and iOS.

Название: Microsoft Visual C++ в задачах и примерах
Автор: Культин Никита
Издательство: БХВ
Год: 2010
Страниц: 272
Формат: pdf
Размер: 14,9 мб
Качество: хорошее
Язык: русский

Книга представляет собой сборник программ и задач для самостоятельного решения. Примеры различной степени сложности – от простейших до приложений работы с графикой и базами данных Microsoft Access и Microsoft SQL Server Compact Edition – демонстрируют назначение базовых компонентов, раскрывают тонкости разработки приложений Windows Forms в Mirosoft Visual C++.

Название: Deep Learning Architectures: A Mathematical Approach
Серия: Springer Series in the Data Sciences
Автор: Ovidiu Calin
Издательство: Springer
Год: 2020
Формат: pdf
Страниц: 768
Размер: 21,1 Мб
Язык: английский

This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal approximators and information processors. The book bridges the gap between ideas and concepts of neural networks, which are used nowadays at an intuitive level, and the precise modern mathematical language, presenting the best practices of the former and enjoying the robustness and elegance of the latter.
This book can be used in a graduate course in deep learning, with the first few parts being accessible to senior undergraduates. In addition, the book will be of wide interest to machine learning researchers who are interested in a theoretical understanding of the subject.

Название: C++ & Python for Beginners - 21th Edition 2025
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2025
Язык: английский
Формат: pdf
Размер: 36.3 MB

Изучите основы Python и C++ и расширьте свои навыки программирования! Высококачественный справочник, содержащий подробные руководства от команды экспертов. Изучайте Python и применяйте его в реальных программах. Начните изучать основы C++ и лучшие советы по работе с кодом. Python и C++ - два самых мощных и многофункциональных языка программирования. Умение понимать и использовать любой из них позволит вам лучше понять современные технологии и то, как они взаимодействуют с нами и окружением.