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 Название: Natural Language Processing in Action, 2nd Edition (Final Release)
Автор: Hobson Lane, Maria Dyshel
Издательство: Manning Publications
Год: 2025
Страниц: 720
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB
Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In this new and revised edition, you’ll discover state-of-the art Natural Language Processing (NLP) models like BERT and HuggingFace transformers, popular open-source frameworks for chatbots, and more. You’ll create NLP tools that can detect fake news, filter spam, deliver exceptional search results and even build truthfulness and reasoning into Large Language Models (LLMs). Recent advances in deep learning are creating NLP applications with unprecedented power to influence and assist us. Chatbots can now imitate real people, find that tip-of-your-tongue word, diagnose illness, support mental health, educate the public, and automatically generate document summaries—all with free open source software. Accessible open source tools, such as spaCy and PyTorch, make production-level NLP easier and more impactful than ever before. For intermediate Python programmers familiar with Deep Learning basics. | |
Разместил: Ingvar16 17-01-2025, 01:53 | Комментарии: 0 | Подробнее
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 Название: C# Concurrency: Asynchronous and multithreaded programming (Final Release)
Автор: Nir Dobovizki
Издательство: Manning Publications
Год: 2025
Страниц: 250
Язык: английский
Формат: pdf (true)
Размер: 21.0 MB
Supercharge your applications with the ultimate guide to asynchronous and multithreaded programming in C#! C# Concurrency teaches you how to write effective multithreaded and asynchronous software in C#. Practical techniques, real-world examples, and useful code samples cut through the confusion around async/await and help you write rapid, reliable, and bug-free code. C# Concurrency equips programmers with a comprehensive understanding of multithreading and asynchronous programming, focusing on the practical use of the C# async-await feature to simplify asynchronous tasks. It teaches how to avoid common pitfalls, addresses classic multithreading issues like deadlocks and race conditions, and advanced topics such as controlling thread of execution and using thread-safe collections. For experienced C# programmers. No knowledge of asynchronous programming required. | |
Разместил: Ingvar16 16-01-2025, 20:16 | Комментарии: 0 | Подробнее
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 Название: Build a Robo-Advisor with Python (From Scratch): Automate your financial and investment decisions (Final Release)
Автор: Rob Reider, Alex Michalka
Издательство: Manning Publications
Год: 2025
Страниц: 335
Язык: английский
Формат: pdf (true)
Размер: 19.1 MB
Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool. Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy. Automated “robo-advisors” are commonplace in financial services, thanks to their ability to give high-quality investment advice at a fraction of the cost of human advisors. Build a Robo-Advisor with Python (From Scratch) teaches you to develop one of these powerful, flexible tools using popular and free Python libraries. You’ll master practical Python skills in demand in financial services, and financial planning skills that will help you take the best care of your money. All examples are accompanied by working Python code, and are easy to adjust for investors anywhere in the world. Accessible to anyone with a basic knowledge of Python and finance—no special skills required. | |
Разместил: Ingvar16 16-01-2025, 19:21 | Комментарии: 0 | Подробнее
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 Название: PHP Crash Course: The Complete, Modern, Hands-On Guide (Final)
Автор: Matt Smith
Издательство: No Starch Press
Год: 2025
Страниц: 731
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 34.6 MB
Tired of cobbling together PHP solutions from scattered online tutorials? Frustrated by outdated PHP practices that leave your code vulnerable and hard to maintain? Whether you’re building your first dynamic website or modernizing legacy systems, PHP Crash Course gives you a complete, practical foundation for writing professional web applications. PHP is currently in its eighth major version, so as well as being tried and tested, it’s faster and more secure than ever before. It’s a free, open source, and well-maintained language. While other popular web programming languages are available, about 70 percent of the web is run by PHP programs, including Etsy, Facebook (using its dialect of PHP, called Hack), Spotify, Wikipedia, and WordPress. Whether you’re a complete beginner or an experienced developer looking to modernize your PHP skills, PHP Crash Course gives you everything you need to build professional, dynamic websites with confidence. | |
Разместил: Ingvar16 16-01-2025, 18:27 | Комментарии: 0 | Подробнее
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 Название: Real-World Java: Helping You Navigate the Java Ecosystem
Автор: Victor Grazi, Jeanne Boyarsky
Издательство: Wiley
Год: 2025
Страниц: 523
Язык: английский
Формат: epub (true)
Размер: 28.5 MB
A concise handbook for the most common tools used in modern Java development. Good Java developers learn Java syntax, how to create loops and switches, and can work out a lambda filter stream. But great Java developers need to understand the vast ecosystem of tools and frameworks for collaboration, testing, building, and more. In Real-World Java: Helping You Navigate the Java Ecosystem, a team of veteran Java developers delivers a concise and authoritative discussion of the most common frameworks, tools, and techniques used in enterprise Java development shops. The authors provide just enough background and examples to allow you to dive right into the expert guidance on annotations, logging frameworks, observability, performance tuning, testing tools, and collaboration, that real-life commercial Java development typically relies on. You’ll expand your Java development toolkit with frameworks and utilities like Spring, Git, Prometheus, and Project Lombok. You’ll also discover links to tested, downloadable code examples that demonstrate the skills discussed in the book. | |
Разместил: Ingvar16 16-01-2025, 17:42 | Комментарии: 0 | Подробнее
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 Название: Android NDK. Разработка приложений под Android на С/C++
Автор: Ретабоуил С.
Издательство: М.: ДМК Пресс
Год: 2012
Cтраниц: 498
Формат: pdf
Размер: 23 мб
Язык: русский
В книге показано, как создавать мобильные приложения для платформы Android на языке C/C++ с использованием пакета библиотек Android Native Development Kit (NDK) и объединять их с программным кодом на языке Java. Вы узнаете как создать первое низкоуровневое приложение для Android, как взаимодействовать с программным кодом на Java посредством механизма Java Native Interfaces, как соединить в своем приложении вывод графики и звука, обработку устройств ввода и датчиков, как отображать графику с помощью библиотеки OpenGL ES и др. | |
Разместил: rivasss 16-01-2025, 11:03 | Комментарии: 0 | Подробнее
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 Название: Байесовский анализ на Python
Автор: Мартин О.
Издательство: ДМK
Год: 2020
Cтраниц: 340
Формат: pdf (ocr)
Размер: 19 мб
Язык: русский
Эта книга, посвященная методике вероятностного программирования, научит вас создавать гибкие байесовские статистические модели в программном коде. Сочетание гибкого определения модели и механизма автоматического логического вывода предоставляет исследователю мощный инструмент для быстрого создания, анализа и постепенного усовершенствования новых статистических моделей. Вероятностное программирование делает статистическое моделирование доступным практически для всех, значительно снижая требования к уровню математической подготовки, позволяя создавать новые модели более простым методом и тратить на это меньше времени. Издание будет полезно всем специалистам по анализу данных, решающим нетривиальные задачи, связанные с вероятностными распределениями. | |
Разместил: rivasss 16-01-2025, 06:51 | Комментарии: 0 | Подробнее
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 Название: Ultimate Generative AI Solutions on Google Cloud: Practical Strategies for Building and Scaling Generative AI Solutions with Google Cloud Tools, Langchain, RAG, and LLMOps
Автор: Arun Pandey
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 349
Язык: английский
Формат: epub (true)
Размер: 20.2 MB
Unlock Generative AI's Potential: Transform Ideas into Reality on Google Cloud! Generative AI, powered by Google Cloud Platform (GCP), is reshaping industries with its advanced capabilities in automating and enhancing complex tasks. The Ultimate Generative AI Solutions on Google Cloud is your comprehensive guide to harnessing this powerful combination to innovate and excel in your job role. It explores foundational Machine Learning concepts and dives deep into Generative AI, providing the essential knowledge needed to conceptualize, develop, and deploy cutting-edge AI solutions. The Chapter 1 provides a comprehensive overview of Machine Learning and its various types, from supervised to unsupervised and reinforcement learning. It delves into transformer models, which have reshaped AI development, particularly in natural language processing, and explores the growing domain of generative AI. The chapter also introduces foundation models and model hubs, critical tools for building advanced AI applications. Finally, we will outline the life cycle of generative AI and demonstrate how to leverage Google Cloud’s tools and infrastructure to develop scalable, AI-driven solutions. | |
Разместил: Ingvar16 16-01-2025, 03:13 | Комментарии: 0 | Подробнее
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Название: Python, Django, Data Science
Автор(ы): Протодьяконов А.В., Пылов П.А., Майтак Р.В.
Издательство: Инфра-Инженерия
Год: 2025
Страниц: 518
Формат: PDF
Размер: 36 Мб
Язык: русский
Показаны основы работы на Python, а также два его основных ответвления – веб-разработка на Django и область прикладного искусственного интеллекта, являющаяся частью Data Science.
Для студентов и сотрудников высших технических учебных заведений, а также специалистов прикладной сферы анализа данных.
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Разместил: MIHAIL62 16-01-2025, 02:05 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence for Design and Process Science
Автор: Sang C. Suh
Издательство: Springer
Год: 2025
Страниц: 203
Язык: английский
Формат: pdf (true), epub
Размер: 38.4 MB
This book provides a focused overview of what role Artificial Intelligence (AI) plays on the design and process of system development and perspectives on making it more and more relevant and beneficial for our society. It covers topics like large language models, Generative AI, intelligenticism, communication dynamics representation, feature selection, smart design and social wellbeing, and it demonstrates the general applicability of AI to various problems in transdisciplinary domains. Through the integration of neural networks, sentence transformers, and PyTorch, the AI-driven chatbot boasts a robust foundation for effectively addressing user queries. These technologies enable the chatbot to understand and respond intelligently to a diverse range of inquiries ensuring accuracy and efficiency in delivering information. By combining the power of Artificial Intelligence with the state-of-the-art natural language processing techniques, this chatbot serves as a valuable resource offering users a seamless and informative experience as they explore the dynamic and promising landscape of Computer Science education and careers. | |
Разместил: Ingvar16 16-01-2025, 01:27 | Комментарии: 0 | Подробнее
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