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 Название: Mastering New Age Computer Vision: Advanced techniques in computer vision object detection, segmentation, and Deep Learning
Автор: Zonunfeli Ralte
Издательство: BPB Publications
Год: 2025
Страниц: 426
Язык: английский
Формат: epub (true)
Размер: 11.8 MB
Mastering New Age Computer Vision is a comprehensive guide that explores the latest advancements in computer vision, a field that is enabling machines to not only see but also understand and interpret the visual world in increasingly sophisticated ways, guiding you from foundational concepts to practical applications. This book explores cutting-edge computer vision techniques, starting with zero-shot and few-shot learning, DETR, and DINO for object detection. It covers advanced segmentation models like Segment Anything and Vision Transformers, along with YOLO and CLIP. Using PyTorch, readers will learn image regression, multi-task learning, multi-instance learning, and deep metric learning. Hands-on coding examples, dataset preparation, and optimization techniques help apply these methods in real-world scenarios. This book is for data scientists, AI practitioners, and researchers with a basic understanding of Python programming and ML concepts. Familiarity with deep learning frameworks like PyTorch and foundational knowledge of computer vision will help readers fully grasp the advanced techniques discussed. | |
Разместил: Ingvar16 Сегодня, 02:01 | Комментарии: 0 | Подробнее
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 Название: Natural Language Processing Cookbook: Step-by-step practical solution for unlocking the power of natural language processing potential
Автор: Rosario Moscato, Alessio Ligios, Corrado Silvestri
Издательство: BPB Publications
Год: 2025
Страниц: 404
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Natural language processing (NLP) is revolutionizing how machines understand and interact with human language, creating powerful applications from chatbots to text analytics. This provides a practical, hands-on approach to mastering these technologies, making complex NLP concepts accessible through step-by-step recipes and real-world examples. This book walks you through the world of teaching computers to understand human language, starting with the basics and building up to advanced techniques. You will learn how to break down text into meaningful pieces, use Python programming to handle text data, and clean up messy text for analysis. The book shows you how computers can understand the meaning behind words using methods like word embeddings and BERT. You will discover how to identify parts of speech and recognize names of people and places in text, and how to sort text into different categories using ML. Advanced topics include finding hidden themes in document collections, building chatbots that can have conversations, and creating visual representations of text data. Throughout the book, practical Python examples help you implement these techniques while considering how to evaluate and deploy real-world NLP systems. | |
Разместил: Ingvar16 Сегодня, 01:17 | Комментарии: 0 | Подробнее
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 Название: Drinking French: The Iconic Cocktails, Apéritifs, and Café Traditions of France, with 160 Recipes
Автор: David Lebovitz
Год: 2020
Издательство: Ten Speed Press
Cтраниц: 304
Формат: epub/pdf
Размер: 84,8 Мб
Язык: English
TALES OF THE COCKTAIL SPIRITED AWARD® WINNER • IACP AWARD FINALIST • The New York Times bestselling author of My Paris Kitchen serves up more than 160 recipes for trendy cocktails, quintessential apéritifs, café favorites, complementary snacks, and more.
Bestselling cookbook author, memoirist, and popular blogger David Lebovitz delves into the drinking culture of France in Drinking French. This beautifully photographed collection features 160 recipes for everything from coffee, hot chocolate, and tea to Kir and regional apéritifs, classic and modern cocktails from the hottest Paris bars, and creative infusions using fresh fruit and French liqueurs. And because the French can't imagine drinking without having something to eat alongside, David includes crispy, salty snacks to serve with your concoctions. | |
Разместил: TTT22 Сегодня, 00:36 | Комментарии: 0 | Подробнее
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 Название: Generative AI with Kubernetes: Implementing secure and observable AI infrastructure to deliver reliable AI applications
Автор: Jonathan Baier
Издательство: BPB Publications
Год: 2025
Страниц: 284
Язык: английский
Формат: epub (true)
Размер: 11.5 MB
Over the past few years, we have seen leaps and strides in ML and most recently generative AI. Companies and software teams are rushing to enhance, rebuild, and create new software offerings with this new intelligence. As they innovate and create delightful new experiences for their customers new challenges arise. Understanding how these applications work and how to use state-of-the-art infrastructure tools like Kubernetes will help organizations and professionals succeed with this new technology. The book covers essential technical implementations from ML fundamentals through advanced deployment strategies, focusing on practical patterns. Core topics include Kubernetes-native GPU scheduling and resource management, MLOps pipeline architectures using Kubeflow/MLflow, and advanced model serving patterns. It details data management architectures, vector databases, and RAG systems, alongside monitoring solutions with Prometheus/Grafana. Finally, we will look at some advanced concerns for production in the realm of security and data reliability. | |
Разместил: Ingvar16 Сегодня, 00:34 | Комментарии: 0 | Подробнее
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 Название: газета «Хазяїн. Дім, сад, город»
Номер/дата выпуска: № 13 (1535) 2 квітня – 14 (1536) 9 квітня, 2025
Редактор: Заїка В.М.
Изд-во: ТОВ «ВД "Хазяїн"»
Страниц: по 32 (без рекламы)
Формат: PDF
Размер: 76,79 Мб
Язык: українська
"Хазяїн. Дім, сад, город" – газета-енциклопедія корисних порад, яка поповнюється сотнями рекомендацій від читачів і професіоналів, - це справжня настільна книга для вмілого господарювання!
«СІМЕЙНА СТРАВА»: готуємо домашню піцу * «КУМА ЗНАЄ ВСЕ» * «СКАРБНИЧКА» * «ПОРАДИ ДО ЧАСУ»: розсада перця, помідорів; карбамід * «З МІСЯЦЯ В МІСЯЦЬ»: норми води для томатів * «ОРГАНІЧНЕ ЗЕМЛЕРОБСТВО» * «ГОРОД»: сорти огірків * «САД»: позакореневі підживлення * «КВІТНИК»: підживлення півоній; розмноження гортензії * «ЯГІДНИК»: полуниця; фізаліс * «НА ПІДВІКОННІ ТА БІЛЯ» * «ЕКЗОТИ»: імбир; інжир * «ТОМАТНИЙ КЛУБ» * «ЗАХИСТ» * «ПТАШИНИЙ ДВІР»: несучість кур * «ДАЧНА ШКОЛА» * «ЗРОБИ САМ» * «НАШІ ОБЕРЕГИ»: петриківський розпис * | |
Разместил: TTT22 Сегодня, 00:07 | Комментарии: 0 | Подробнее
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 Название: Добра кухня
Номер / год: № 2 (167) лютий /2025
Изд-во: ВД «Високий замок»
Формат: pdf
К-во стр.: 30
Размер: 43,24 Мб
Язык: українська
Прості кулінарні шедеври на кожен день! Це журнал для справжньої господині, хто прагне тішити своїх близьких смачними і корисними стравами! В журналі зібрано кулінарні поради та інформація про корисні продукти та здорове харчування, а також велика кількість оригінальних рецептів від читачів і страв національних кухонь народів світу.
Кулінарний журнал для всієї родини: "Пробуджуємо смак до життя!"
Тема номера: Стейк на будь-який смак . | |
Разместил: TTT22 Вчера, 21:56 | Комментарии: 0 | Подробнее
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 Название: Experiment with the Sense HAT: Sense the real world with your Raspberry Pi, 2nd Edition
Автор: Raspberry Pi Foundation Learning Team
Издательство: Raspberry Pi Press
Год: 2025
Страниц: 104
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
Space exploration is fascinating and inspiring for children and adults alike. With the tiny Raspberry Pi computer helping to change the world little by little, it was only a matter of time before it went into space to help out there as well. The Raspberry Pi Sense HAT aids two Raspberry Pi computers on board the International Space Station in their extraterrestrial mission: it sits on top of each Raspberry Pi, equipped with lights and sensors that allow the Raspberry Pi to interact with the world around it. In this book, we help you figure out exactly what the Sense HAT is and how you can use it to make your projects and dreams a reality. What is the Sense HAT? The special add-on board that lets your Raspberry Pi interact more with the world around it — as seen on the ISS! A Raspberry Pi computer can do many things, thanks to its size, portability, and ability to connect to the internet; you can even connect a Raspberry Pi to other electronic devices via the pins on its GPIO header, enabling it to interact with the world around you. One such device is the Sense HAT V2, which packages a collection of sensors and output devices into one device, making it one of the easiest ways to get started with physical computing. | |
Разместил: Ingvar16 Вчера, 20:12 | Комментарии: 0 | Подробнее
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 Название: Statistics with R for Machine Learning: Vol. 1-2
Автор: Mohsen Nady
Издательство: Arcler Press
Год: 2025
Страниц: 298+188
Язык: английский
Формат: pdf (true)
Размер: 17.0 MB
Data preparation is the foundation of any successful Machine Learning project. This volume provides a comprehensive guide to cleaning, transforming, and splitting data for Machine Learning using R, including handling missing values, feature scaling, and stratified sampling. Practical examples and R code demonstrate how to optimize datasets for predictive modeling. The volume is essential for data scientists and Machine Learning practitioners seeking to build robust models. Resampling techniques are key to improving model performance and reliability in Machine Learning. This volume explores advanced resampling methods, including cross-validation, bootstrapping, and hyperparameter tuning, using R. Readers will learn how to apply these techniques to optimize model accuracy and prevent overfitting. Practical examples and case studies illustrate their real-world applications. This voulme is an essential resource for data scientists and Machine Learning enthusiasts aiming to master resampling strategies. | |
Разместил: Ingvar16 Вчера, 19:35 | Комментарии: 0 | Подробнее
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 Название: Building Wireless Sensor Networks with OpenThread: Developing CoAP applications for Thread networks with Zephyr
Автор: Koen Vervloesem
Издательство: Elektor Publication
Год: 2024
Страниц: 258
Язык: английский
Формат: pdf (true)
Размер: 24.9 MB
This book will guide you through the operation of Thread, the setup of a Thread network, and the creation of your own Zephyr-based OpenThread applications to use it. Thread is a protocol for building efficient, secure and scalable wireless mesh networks for the Internet of Things (IoT), based on IPv6. OpenThread is an open-source implementation of the Thread protocol, originally developed by Google. It offers a comprehensive Application Programming Interface (API) that is both operating system and platform agnostic. OpenThread is the industry’s reference implementation and the go-to platform for professional Thread application developers. This book uses OpenThread in conjunction with Zephyr, an open-source real-time operating system designed for use with resource-constrained devices. This allows you to develop Thread applications that work on various hardware platforms, without the need to delve into low-level details or to learn another API when switching hardware platforms. | |
Разместил: Ingvar16 Вчера, 18:26 | Комментарии: 0 | Подробнее
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 Название: Mastering Flutter: Learn to develop Flutter apps for iOS, Android, desktop and web
Автор: Kevin Moore
Издательство: BPB Publications
Год: 2025
Страниц: 210
Язык: английский
Формат: epub (true)
Размер: 19.2 MB
Mastering Flutter is ideal for the developer at the beginner level as well as the developer who wants to switch to Flutter. This book starts at the beginner level so that you know everything you need to create apps that can be published in different mobile stores. You will develop a movie app that is beautiful, has animations, uses a movie API to get the latest movie information and uses Firebase to store user information. Learn Flutter app development from the ground up, starting with the basics of Flutter and Dart code. By creating a movie app, you will master building user interfaces, managing data, and adding different screens. You will make your app look great with custom designs and smooth animations. The app will connect to the internet, save data locally, and use Firebase to handle user accounts and send notifications. You will also learn how to make your app work on websites and computers, respond to user actions, and add extra features from Flutter's package library. The final steps cover testing your app, making it run faster, and getting it ready for users to download. This book is for new and existing developers looking to learn how to develop multiplatform apps using the Flutter framework. | |
Разместил: Ingvar16 Вчера, 17:07 | Комментарии: 0 | Подробнее
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