Название: Penetration Testing with Java: A step-by-step pen testing handbook for Java applications
Автор: Nancy Snoke
Издательство: BPB Publications
Год: 2025
Страниц: 400
Язык: английский
Формат: epub (true)
Размер: 39.7 MB

The book provides a comprehensive exploration of Java security and penetration testing, starting with foundational topics such as secure coding practices and the OWASP Top 10 for web applications. The early chapters introduce penetration testing methodologies, including Java web application-specific mapping and reconnaissance techniques. The gathering of information through OSINT and advanced search techniques is highlighted, laying the crucial groundwork for testing. Proxy tools like Burp Suite and OWASP Zap are shown, offering insights into their configurations and capabilities for web application testing. Each chapter does a deep dive into specific vulnerabilities and attack vectors associated with Java web and mobile applications. This book is for Java developers, software developers, application developers, quality engineers, software testing teams, and security analysts.

Название: Generative AI for Everyone: Deep Learning, NLP, and LLMs for creative and practical applications
Автор: Karthikeyan Sabesan, Sivagamisundari, Nilip Dutta
Издательство: BPB Publications
Год: 2025
Страниц: 414
Язык: английский
Формат: epub (true)
Размер: 24.3 MB

Generative AI is revolutionizing the way we interact with technology. Imagine creating hyper-realistic images, composing original music pieces, or generating creative text formats, all with the help of AI. This book provides a comprehensive exploration of generative AI and its transformative impact across various industries. This book begins with the basics of AI, explaining ML and design patterns to build a solid foundation. It delves deeply into Generative AI and then progresses through Machine Learning, Deep Learning, and essential architectures such as CNNs, GANs, Diffusion, RNNs, LSTMs, and Transformers. It covers practical applications, from regression and classification to advanced use cases such as image generation, editing, document search, content summarization, and question answering. LangChain is an open-source framework available in Python and Java-based libraries. It provides interchangeable tools, frameworks, and integrations to automate and simplify the development of LLM applications and the creation of text generation pipelines.

Название: Mastering Neural Network Computer Vision with TensorFlow and Keras: A practical guide to image use cases like object detection, image segmentation, and text recognition
Автор: Jean Anoma
Издательство: BPB Publications
Год: 2025
Страниц: 330
Язык: английский
Формат: epub (true)
Размер: 49.1 MB

Mastering Neural Network Computer Vision with TensorFlow and Keras provides a comprehensive guide to using TensorFlow and Keras for computer vision applications. The book enables readers to develop and exercise the skills needed to use sophisticated pre-trained computer vision models, build simple and more advanced neural network models, and optimize their performance. The different chapters of the book cover a comprehensive range of topics in computer vision and Deep Learning. The first chapter provides a theoretical introduction to computer vision and Deep Learning, and the second one provides an overview of TensorFlow and its capabilities. The subsequent chapters cover specific applications of neural networks in computer vision, such as image classification, image segmentation, and object detection, and how to tap into the power of transfer learning and pre-trained models to address those use cases. Finally, the remaining chapters cover how to design your own neural network, gather a proper dataset and train your model efficiently.

Название: Building and Deploying WebAssembly Apps: Building secure, portable, and optimized web applications with WebAssembly
Автор: Peter Salomonsen
Издательство: BPB Publications
Год: 2025
Страниц: 294
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

WebAssembly is a groundbreaking technology that has transformed the way we build and deploy web applications. It enables lightning-fast performance, portability across platforms, and seamless integration with existing web technologies. This comprehensive guide will lead you through the journey of mastering WebAssembly, from its fundamentals to advanced applications. This book introduces WebAssembly basics, its purpose, and real-world use cases in web, server, and desktop apps. Featuring examples in languages like AssemblyScript, C/C++, and Rust, it covers converting legacy codebases to WebAssembly for browser compatibility. It showcases advanced use cases like WebAssembly-based music tools, Git integration, and smart contracts. The book concludes with WebAssembly's role in cloud-native Kubernetes, signaling a new era in container orchestration. Many of the examples build on the author's experience with WebAssembly Music, git in WebAssembly, and NEAR protocol smart contracts. The target audience for this book is developers interested in learning about WebAssembly. The reader should have experience in programming, and knowing about programming languages such as C/C++ or Rust helps in understanding the content.

Название: Digital Image Processing Using Python: A comprehensive guide to the fundamentals of digital image processing
Автор: Manish Kashyap
Издательство: BPB Publications
Год: 2025
Страниц: 420
Язык: английский
Формат: epub (true)
Размер: 13.2 MB

“Digital Image Processing Using Python" offers a comprehensive guide to mastering image processing techniques through practical Python implementations. It equips you with the essential tools and knowledge to manipulate, analyze, and transform digital images using the powerful programming language, Python. This book offers a comprehensive exploration of digital image processing, combining theoretical foundations with practical applications. Starting with fundamental concepts like image representation and pixel neighborhoods, the book teaches Python programming and essential libraries for image manipulation. It covers a wide range of techniques, including spatial and frequency domain filtering, non-linear processing, noise reduction, wavelet transforms, and binary morphology. Advanced topics such as phase-based processing, multi-resolution analysis, and morphological operations are also explored in depth. This book is perfect for undergraduate and master's level students seeking to grasp image processing concepts or professionals working in fields like computer vision, artificial intelligence, or medical imaging.

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: 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.