Название: Python for Beginners: Learn Python from scratch with a practical and straightforward guide, covering essential fundamentals, flow control, data manipulation, and much more. Part 2
Автор: Alex Harrison
Издательство: NewYork Courses
Год: 2025
Страниц: 535
Язык: английский
Формат: epub
Размер: 16.1 MB

The book presents a clear and accessible approach for those taking their first steps into the world of programming, using one of the most popular and versatile languages today. Starting with an introduction to the language and fundamental programming concepts, the reader is guided through a structured journey that covers everything from basic principles to more advanced and practical topics. The first chapters are dedicated to explaining what the language is, how its intuitive syntax works, and why it is widely used in various fields such as web development, automation, data analysis, and Artificial Intelligence (AI). Programming is a constantly evolving universe, and Python is at the heart of this revolution. Since its creation, this language has evolved impressively, becoming a powerful tool for creating versatile, efficient, and accessible solutions. This book was born from my desire to share this knowledge and help developers, both beginners and experienced ones, make the most of what Python has to offer.

Название: Generative AI Essentials: Unlocking creativity and innovation with Generative AI
Автор: Priyanka Singh, Hariom Singh
Издательство: BPB Publications
Год: 2025
Страниц: 294
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Generative AI is changing the way we think about creativity and problem-solving. This book is your go-to guide for understanding and working with this exciting technology. This book offers a clear introduction to Generative AI, starting with basics like Machine Learning and Deep Learning. It explains key models, including GANs and VAEs, breaking down their architectures and training methods. You will discover how Transformer models like GPT have transformed natural language processing (NLP) and enabled advancements in language generation. The book explores practical applications such as image synthesis, style transfer, and text generation, showing how generative AI merges technology with creativity. Advanced topics like reinforcement learning, AI ethics, and bias are also covered. Practical tips for creating your own Generative AI models, along with insights into the future of this groundbreaking field, making it an essential resource for AI enthusiasts and professionals. This book is designed for data scientists, Machine Learning engineers, software developers, cloud professionals, educators, students, and creative professionals.

Название: Серия "Мировой компьютерный бестселлер" (52 кн. +3CD +DVD +6code)
Автор(ы): разные
Издательство: Москва
Год: 2010-2024
Страниц: 1000+
Формат: pdf, djvu, fb2
Размер: 4 Гб
Язык: русский

Название серии "Мировой компьютерный бестселлер" говорит само за себя — в нее входят издания, посвященные компьютерной тематике, ставшие бестселлерами за рубежом. Программирование, веб- и мобильная разработка, веб-дизайн, продвижение и управление сайтами — в этой серии вы найдете только лучшие книги по теме от самых уважаемых авторов.

Название: Машинное обучение с малым объемом кодирования
Автор: Стриплинг Г.
Издательство: БХВ-Петербург
Год: 2025
Формат: PDF
Страниц: 298
Размер: 47 Mb
Язык: Русский

В книге подробно представлены три проблемно-ориентированных вида машинного обучения (Machine learning, ML): автоматизированное обучение AutoML без кодирования, обучение BigQuery ML с малым объемом кодирования и обучение с применением пользовательского кода на основе библиотек scikit-learn и Keras. При этом от читателя не требуется глубоких предварительных знаний в ML или программировании, но базовые навыки в этих областях будут полезны. Специализированные библиотеки, фреймворки ML, репозиторий GitHub и другие инструменты описаны по мере их необходимости.

Название: Публикация пакетов Python. Тестирование, распространение и автоматизация проектов
Автор: Дэйн Хиллард
Издательство: Эксмо
Год: 2024
Формат: pdf
Страниц: 290
Размер: 146,63 mb
Язык: русский

Книга «Публикация пакетов Python» описывает практический процесс масштабируемого совместного использования кода Python с высокой эффективностью и помогает получить опыт работы с новейшими инструментами упаковки. Пособие дает возможность изучить все тонкости тестирования и непрерывной интеграции пакетов, а также предлагает профессиональные советы по созданию поддерживаемого проекта с открытым исходным кодом, включая вопросы лицензирования, документации и создания сообщества участников.

Название: Performance Engineering Best Practices: Building high performance cloud IT platforms using Java
Автор: Nolan V. Jones
Издательство: BPB Publications
Год: 2025
Формат: pdf, epub, fb2
Страниц: 344
Размер: 11.6 Мб
Язык: английский

This book explores Performance Engineering, covering foundational concepts, advanced techniques, and emerging trends. It defines performance engineering versus performance testing, highlights its role in organizational success, and stresses integrating performance throughout development. Key topics include service level objectives (SLOs), cloud performance challenges, and balancing capacity with costs. The book details optimization techniques for cloud platforms, Java, databases, and architectural styles while addressing observability with logging, error handling, and alert strategies. It concludes with insights into AI/ML integration and the impact of evolving technologies.

Название: Building Secure PHP Applications: A Comprehensive Guide to Protecting Your Web Applications from Threats
Автор: Satej Kumar Sahu
Издательство: Apress
Год: 2024
Страниц: 437
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Learn how to protect PHP applications from potential vulnerabilities and attacks. As cyberattacks and data breaches continue to rise, it's crucial for developers and organizations to prioritize security in their PHP applications. The book offers an all-encompassing guide to securing PHP applications, covering topics ranging from PHP core security to web security, framework security (with a focus on Laravel), security standards, and protocol security. After examining PHP core security and essential topics, such as input validation, output encoding, secure session management, and secure file handling, you’ll move on to common security risks in PHP applications and provides practical examples to demonstrate effective security measures. From there, you’ll delve into web security, addressing XSS, SQL injection, and CSRF, reviewing in-depth explanations and mitigation techniques. Primarily written for developers, security professionals, and webmasters involved in PHP application development. Additionally, this book may be used as a reference for students studying web development, PHP programming or cybersecurity.

Название: Artificial Intelligence and Optimization Techniques for Smart Information System Generations
Автор: Aleem Ali, Rajdeep Chakraborty, Nawaf Alharbe
Издательство: CRC Press
Год: 2025
Страниц: 319
Язык: английский
Формат: pdf (true), epub
Размер: 49.4 MB

The text comprehensively focusses on the use of Artificial Intelligence (AI) and optimization techniques for creating smart information systems. In the quickly changing field of Artificial Intelligence (AI) and Machine Learning (ML), deploying models that are not only powerful but also interpretable and transparent has become critical. Explainable AI (XAI) meets this demand by providing insights into how models make decisions, promoting confidence and accountability in AI systems. This paper presents an architectural approach for building XAI as a Service (XAIaaS) that is specifically designed for container-orchestrated environments, such as those controlled by Kubernetes. Using Kubernetes’ scalability and flexibility, this design attempts to streamline the deployment, management, and explainability of ML models in a smooth and efficient manner.

Название: Building Decentralized Blockchain Applications: Learn how to use blockchain as the foundation for Next-Gen Apps, 2nd Edition
Автор: Shahid Shaikh
Издательство: BPB Publications
Год: 2025
Страниц: 216
Язык: английский
Формат: epub (true)
Размер: 13.1 MB

Blockchain is a revolutionary technology that shook the core of the finance world. However, Blockchain is not just about cryptocurrency. This book focuses on blockchain, its features, and the core technologies used to build the Blockchain network. In the first section, you will learn about blockchain in-depth. You will learn how these currencies work and how you can build your applications using them. This edition focuses on Ethereum as a platform for building decentralized applications (DApps) and smart contract development using Solidity. You will learn about decentralized databases like OrbitDB, BigchainDB, TiesDB, and Bluzelle, and understand their role in building next-generation applications. This book is for anyone who wants to become a blockchain developer or wants to build an application using blockchain. Full stack developers, software engineers, web programmers, and beginners who are interested in blockchain can find this book a true handy guide to begin their career in blockchain.

Название: Mastering Salesforce Flow for Enterprises: An end-to-end guide to creating, troubleshooting, and using Salesforce Flows
Автор: James A Hutcherson
Издательство: BPB Publications
Год: 2025
Страниц: 370
Язык: английский
Формат: epub (true)
Размер: 15.6 MB

This book gives you the knowledge to create real-world automation using Salesforce Flows. It starts with a detailed review of business process automation and the fundamentals used to discover, model, analyze, and optimize business processes. You will learn how each step of the process aligns with the information required to create efficient and effective Salesforce Flows. You will then examine how core features included within Salesforce are used to establish and enhance business processes across your instance and applications. You will see how Salesforce features were developed to help improve the collection of data, automate business processes, and enhance outcomes from the start. You will learn the best practices and frameworks used to improve how your business functions continually. With step-by-step instructions, you will learn how to create, test, debug, and improve Salesforce Flows using Flow Builder for several types of flows, including Screen, Record-triggered, and Screenless flow. You will examine how the use of advanced features such as AI for Flow, Flow Trigger Explorer, Flow Orchestrator, and Transform features improve your business automation outcomes. This book is for administrators, developers, business analysts, and architects who want to learn and master Salesforce Flows.