Название: Modern C++ for Machine Learning: A Comprehensive Guide to Building Production-Ready AI Systems
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 2531
Язык: английский
Формат: epub (true)
Размер: 34.8 MB

Modern C++ for Machine Learning: A Comprehensive Guide to Building Production-Ready AI Systems is an essential resource for developers, data scientists, and engineers who want to harness the power of modern C++ for machine learning applications. This comprehensive guide takes you through the complete machine learning lifecycle, from foundational concepts to advanced deployment strategies. The book covers cutting-edge topics including Deep Learning architectures, transformer models, computer vision, natural language processing, and MLOps practices. You'll master essential C++ libraries like Eigen, OpenCV, TensorFlow C++ API, and PyTorch C++ frontend while learning to implement everything from basic clustering algorithms to sophisticated neural networks. By the end, you'll have the expertise to design, implement, and deploy enterprise-grade AI systems that leverage C++'s performance advantages for demanding machine learning applications.

Название: Advances in Geoinformation Sciences
Автор: Alias Abdul-Rahman, Ivin A. Musliman, Imzan Hassan, Ainn Zamzuri (Editors)
Издательство: Springer
Год выхода: 2025
Страниц: 378
Формат: True PDF; True ePUB
Размер: 192 MB
Язык: английский

Proceedings of ESRI Users Conference series (by ESRI California); - This book provides discussions on the usage of the specific software like ArcGIS Pro, thus, unlike the intended book which is more advanced solutions and methods. Proceedings of 31st ACM International Conference (by ACM); - This book offers specific solutions to the computing and spatial science community but more for system developers etc, whereas this intended book has broader knowledge spectrum. Proceedings of 18th 3D Geoinfo International Conference (Springer). - This book specifically discusses on 3D GIS research, whereas the intended book gives more breadth thus offers extra insights to the knowledge.

Название: Copula Additive Distributional Regression Using R
Автор: Giampiero Marra, Rosalba Radice
Издательство: CRC Press
Серия: The R Series
Год: 2026
Страниц: 151
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Copula additive distributional regression enables the joint modeling of multiple outcomes, an essential aspect of many real-world research problems. This book provides an accessible overview of this modeling approach, with a particular focus on its implementation in the GJRM R package, developed by the authors. The emphasis is on bivariate responses with empirical illustrations drawn from diverse fields such as health and medicine, epidemiology, economics and social sciences. The book is organized into four parts. Part I introduces the copula additive distributional regression framework and provides a succinct overview of the GJRM and GJRM.data packages in R. Part II focuses on scenarios where the marginal distributions are of the same type, while Part III explores cases with mixed marginal types. Finally, Part IV demonstrates how copula regression can be applied to estimate causal treatment effects in the presence of unobserved confounding. This book is designed for graduate students, researchers, practitioners and analysts who are interested in using copula additive distributional regression for the joint modeling of bivariate outcomes. The methodology is accessible to readers with a basic understanding of core statistics and probability, regression, copula modeling and R.

Название: Quick Data Structures
Автор: David Matuszek
Издательство: CRC Press
Год: 2026
Страниц: 151
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

If you want to upgrade your programming skills, the most important thing you need is a solid understanding of fundamental data structures. The proper choice of data structures distinguishes excellent programmers from merely competent ones. As an experienced programmer, you use data structures―at least arrays―all the time. However, you may not be familiar with hash tables, trees and binary trees, priority queues, directed and undirected graphs, and other data structures at your disposal. A good choice of data structures will simplify your job, not complicate it. Your code will be not only faster but also easier to understand and debug. There is no downside to using the right data structures for the job. Code isn’t always the best way to explain an algorithm or data structure—but sometimes it is. In such cases, the code should be as readable as possible. It’s generally agreed that Python is the most readable language, but every language has glitches. Similarly, Python has dictionaries, “lists,” and sets, which we will try to avoid. Consequently, the code in this book is “Python-like” but, in the interest of making code as readable as possible for everyone, not necessarily “real” Python.

Название: Hands-on Penetration Testing for Web Applications: Web security testing on modern applications - 2nd Edition
Автор: Richa Gupta
Издательство: BPB Publications
Год: 2025
Страниц: 334
Язык: английский
Формат: epub (true)
Размер: 17.7 MB

Hands-on Penetration Testing for Web Applications offers readers with the knowledge and skillset to identify, exploit, and control the security vulnerabilities present in commercial web applications, including online banking, mobile payments, and e-commerce applications. Covering a diverse array of topics, this book provides a comprehensive overview of web application security testing methodologies. Each chapter offers key insights and practical applications that align with the objectives of the course. Students will explore critical areas such as vulnerability identification, penetration testing techniques, using open-source pen test management and reporting tools, testing applications hosted on cloud, and automated security testing tools. Throughout the book, readers will encounter essential concepts and tools such as OWASP Top 10 vulnerabilities, SQL injection, cross-site scripting (XSS), authentication and authorization testing, and secure configuration practices. The target audience for this book includes students, security enthusiasts, penetration testers, and web application developers. Individuals who are new to security testing will be able to build an understanding about testing concepts and find this book useful. People will be able to gain expert knowledge on pentesting tools and concepts.

Название: Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch
Автор: Anand Trivedi
Издательство: BPB Publications
Год: 2025
Страниц: 534
Язык: английский
Формат: epub (true)
Размер: 22.4 MB

PyTorch has become the go-to framework for building cutting-edge large language models (LLMs), enabling developers to harness the power of deep learning for natural language processing. This book serves as your practical guide to navigating the intricacies of PyTorch, empowering you to create your own LLMs from the ground up. You will begin by mastering PyTorch fundamentals, including tensors, autograd, and model creation, before diving into core neural network concepts like gradients, loss functions, and backpropagation. Progressing through regression and image classification with convolutional neural networks, you will then explore advanced image processing through object detection and segmentation. The book seamlessly transitions into NLP, covering RNNs, LSTMs, and attention mechanisms, culminating in the construction of Transformer-based LLMs, including a practical mini-GPT project. You will also get a strong understanding of generative models like VAEs and GANs. By the end of this book, you will possess the technical proficiency to build, train, and deploy sophisticated LLMs using PyTorch, equipping you to contribute to the rapidly evolving landscape of AI.

Название: Fun with Raspberry Pi: A practical guide to Raspberry Pi hardware interfacing, Python programming, and IoT system development
Автор: Joaquín Salgado
Издательство: BPB Publications
Год: 2025
Страниц: 318
Язык: английский
Формат: epub (true)
Размер: 13.2 MB

Raspberry Pi empowers makers and learners to build innovative projects, from simple electronics to complex IoT systems. It is powerful and adaptable enough to be used in almost any project scenario or problem to be solved. This book serves as your practical guide, transforming you from a beginner to a confident Raspberry Pi developer by leading you through hands-on projects and essential coding skills. Starting with the core components and GPIO connections of Raspberry Pi, you will learn to interface with hardware using both visual Scratch programming and Python. You will progress to integrating multimedia components like cameras and microphones, building projects like a video doorbell. The book then guides you through motor control and robotics, creating a smart car with sensor integration and remote control. You will explore Arduino integration for advanced sensor applications, construct a basic robot, and dive into IoT by building smart home systems. Finally, you will tackle a comprehensive project, applying all learned concepts to create a complex, integrated system. This book is for curious makers, students, and engineers, from beginners to experienced programmers, who want to explore the capabilities of Raspberry Pi and its integration into practical computing solutions.

Название: Learning Go Programming: Explore automation and data analysis with Golang - 2nd Edition
Автор: Shubhangi Agarwal
Издательство: BPB Publications
Год: 2025
Страниц: 364
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Go has transformed the way developers build scalable, high-performance applications. Whether you are new to it or an experienced developer, mastering its unique idioms and best practices is crucial for writing clean, efficient, and production-ready code. This book is a comprehensive guide to mastering Golang that begins by covering basics of Golang, with concepts like syntax, concurrency, and error handling. Further, this book discusses the key aspects of data analysis and DevOps. It introduces web scraping, machine learning, data handling and manipulation, performing Exploratory Data Analysis—all within the Golang ecosystem. For DevOps enthusiasts, this book highlights how the performance and simplicity of Golang make it a powerful tool for creating automation scripts, managing workflows, and building CI/CD pipelines. It will help you leverage Golang for both data-driven decisions and operational efficiency. You will learn how Golang can process and analyze data, complementing your toolkit. This book is ideal for developers, data analysts, or DevOps engineers with a basic understanding of programming concepts and those looking to expand their skills in Golang. Prior experience with programming languages like Python, Java, or C++ will be helpful, though beginners with a keen interest in learning Go can also benefit from the book.

Название: Programming the ESP32 In C Using the Arduino Library
Автор: Harry Fairhead
Издательство: I/O Press
Год: December 13, 2024
Страниц: 370
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The Espressif ESP32 is a remarkable device. It is low cost but with many different subsystems that make it more powerful than you might think. You can use it for simple applications because it is cheap, but you can also use it for more sophisticated applications because it is capable. C is the ideal choice of language to program the ESP32, ensuring that your programs are fast and efficient, and here it is used with the customized ESP version of the Arduino library and its associated IDE which makes the device as easy to use as possible. The Arduino library runs on top of the official Espressif ESP32 IoT Development Framework as a simplifying layer and you can always drop down a level and make use of its additional features when required. The purpose of this book is to reveal what you can do with the ESP32's GPIO lines together with widely used sensors, servos and motors and ADCs.

Название: Лекции по механике управляемых систем
Автор: Александров В.В., Лемак С.С., Парусников Н.А.
Издательство: М.: МАКС Пресс
Год: 2012
Cтраниц: 240
Формат: pdf
Размер: 11 мб
Язык: русский

Учебное пособие содержит курс лекций, читаемых на механико-математическом факультете Московского государственного университета им. М.В. Ломоносова. Для студентов и аспирантов, специализирующихся в области управления механическими системами.