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: Еда
Главный редактор: Р. Лошманов
Год издания: 2017
Издательство: "Афиша"
Количество страниц: 50
Формат: PDF
Язык: Русский
Размер файла: 28.05 мб

Появившись в Москве в начале девяностых, шаурма за неполных тридцать лет завоевала Россию целиком и полностью. Вот почему мы посвятили этому даже не блюду, а явлению целый номер. Шаурма Марка Гельмана, Ильи Шалева и Алексея Зимина. 5 дней шаурмы. Рецепты шаурмы из московских ресторанов. Шаурма в массовой культуре. И другие вкусные начинки.

Название: Еда
Главный редактор: Р. Лошманов
Год издания: 2017
Издательство: "Афиша"
Количество страниц: 48
Формат: PDF
Язык: Русский
Размер файла: 23.26 мб

Мы сделали этот номер в первую очередь не для иудеев и мусульман: они и так знают, что можно, а что нельзя и почему. Но кошерная и халяльная еда становится все более популярной среди тех, кто не соблюдает заповеди Торы и Корана, так что номер - для всех. Чем отличается кошерная еда от халяльной, как устроены доставка халяльной еды и кошерный супермаркет, мусульманин на кошерной кухне, как делать халы - и другое интересное.

Название: Еда
Главный редактор: Р. Лошманов
Год издания: 2017
Издательство: "Афиша"
Количество страниц: 32
Формат: PDF
Язык: Русский
Размер файла: 14.16 мб

Соус - это сильноконцентрированный вкус в жидкой форме. Все самое важное в исходных продуктах, сосредоточенное в среде-проводнике, воде. В этом номере - секреты главных базовых французских и итальянских соусов, Алексей Зимин о сути соусов, яркие заправки Тимура Абузярова, лекция о демиглясе Игоря Беднякова и другие.