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: 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: Программирование для детей
Автор: Вордерман К., Вудкок Дж., Макаманус Ш. и др.
Издательство: М.: Манн, Иванов и Фербер
Год: 2015
Cтраниц: 224, цвет.ил.
Формат: pdf
Размер: 71 мб
Язык: русский

Всем, что делает компьютер, управляют строки программного кода, введенные с клавиатуры. Компьютерный код похож на иностранный язык, и этот язык может освоить каждый! Это уникальное руководство научит создавать игры и анимацию с помощью двух разных языков программирования — Scratch и Python. Интересные, веселые проекты, краткие понятные инструкции, яркие цветные иллюстрации помогут тебе без труда разобраться в основах программирования и написать коды для твоих первых игр и анимации. А еще ты узнаешь, как устроен компьютер и для чего вообще стоит учиться программированию. Издание предназначено для широкого круга читателей. Что такое программирование? Начнем с Scratch. Игры с Python. Устройство компьютеров. Программирование в реальном мире.

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.