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Название: R Programming for Mass Spectrometry: Effective and Reproducible Data Analysis Автор: Randall K. Julian Издательство: Wiley Год: 2025 Страниц: 336 Язык: английский Формат: epub (true) Размер: 11.8 MB
The main goal of this book is to show how to analyze mass spectrometry data effectively and reproducibly using the R programming language. Any mass spectrometrist can learn to go beyond spreadsheets and build data analysis solutions using R in a reasonable amount of time. My approach will be like climbing a ladder. Through the lens of mass spectrometry, I will start by introducing native features of the R language. On the next rung are the packages that simplify data storage and retrieval, data manipulation, statistics, and visualization. The next step uses modules originally created to help with molecular biology tasks that also work with data from mass spectrometers. Further up the ladder are mass spectrometry-specific modules used to perform data manipulation and analysis for data generated specifically by mass spectrometers. Beyond that, the ladder goes on, but this book will end on the Machine Learning rung, far from the top. |
Разместил: Ingvar16 17-05-2025, 03:42 | Комментарии: 0 | Подробнее
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Название: AI for Knowledge Автор: Andrew Cox, Mike Thelwall Издательство: CRC Press Серия: AI for Everything Год: 2025 Страниц: 200 Язык: английский Формат: epub (true) Размер: 10.1 MB
AI for Knowledge explores the question of whether Artificial Intelligence (AI) is transforming knowledge access and creation for the good. AI is accelerating our access to knowledge through search, recommendation, summarisation, translation and a proliferating range of tools with AI built in. Generative AI is further changing how we use and create information at home and in the workplace. Yet AI also has a dark side with hallucination, bias and lack of explainability, as well as potential for harmful impacts on social equity and the environment. The book investigates how AI will impact everyday knowledge discovery, understanding and creation. The book helps the reader see through some of the AI hype to understand much more clearly what are the issues around the impact of AI on knowledge access and creation, including the implications for environmental sustainability and the power of Big Tech. What emerges is a nuanced picture of potential benefit and risk, especially when we consider the experiences of those with less privileged access to the digital, particularly those outside the Global North. |
Разместил: Ingvar16 17-05-2025, 02:41 | Комментарии: 0 | Подробнее
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Название: AI for Everyday IT: Accelerate workplace productivity Автор: Chrissy LeMaire, Brandon Abshire Издательство: Manning Publications Год: 2025 Страниц: 378 Язык: английский Формат: pdf (true) Размер: 26.7 MB
Automate and accelerate everyday IT tasks using Generative AI! Read this book, and you may never write another “after incident” report from scratch again! AI for Everyday IT reveals how you can automate dozens of your daily IT tasks with Generative AI—including writing email and reports, setting up a chatbot to field helpdesk requests, evaluating disaster recovery plans, and more. AI for Everyday IT is full of tested, actionable advice for enhancing and accelerating IT tasks using Generative AI tools like ChatGPT and Copilot. It lays out dozens of common IT tasks that AI can help with, and provides the prompts and problem formulation methods that will deliver the best results. You’ll learn how AI can assist with root cause analysis, disaster recovery planning, effective sysadmin scripting, and even writing professional emails when you’re too furious to be nice! By the time you’re finished, you’ll know exactly how to save massive amounts of time and keep yourself competitive in the IT workplace. AI development tools have changed how we write software. What used to take hours—debugging, documentation, basic features—now takes minutes. |
Разместил: Ingvar16 17-05-2025, 00:40 | Комментарии: 0 | Подробнее
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Название: Artificial Intelligence All-in-One For Dummies Автор: Chris Minnick Издательство: For Dummies Год: 2025 Страниц: 755 Язык: английский Формат: pdf (true) Размер: 36.2 MB
A comprehensive roadmap to using AI in your career and in your life. Artificial Intelligence is everywhere. Major software organizations like Microsoft, Google, and Apple have built AI directly into products and invited the world to become part of the AI revolution. And it's impossible to use these tools to their fullest potential without understanding the basics of what AI is and what it can do. Artificial Intelligence All-in-One For Dummies compiles insight from the expert authors of AI books in the For Dummies series to provide an easy-to-follow walkthrough for anyone interested in learning how to use AI. You'll learn how to put Artificial Intelligence to work for you and your company in a wide variety of situations, from creating office assistants to managing projects and marketing your products. |
Разместил: Ingvar16 16-05-2025, 21:24 | Комментарии: 0 | Подробнее
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Название: The Pocket Mentor for Game Production Автор: Doug Pennant Издательство: CRC Press Год: 2025 Страниц: 196 Язык: английский Формат: epub (true) Размер: 10.1 MB
Want to work as a producer in the video games industry? Then this is the book for you. This book provides all the essential information and guidance you need to understand the industry and get your foot on the ladder. This book covers everything from basics you’ll need to understand, how to look for and apply for job opportunities, as well as the studio interview process itself. It also includes advice for what to do once you’re in the role, with chapters covering the day‑to‑day of working as a game producer, how to set goals for future career progression, as well as interviews with top tips from experts in the industry. While many programming languages are used in video games, the most common are C++ and C# (pronounced “C plus plus” and “C sharp,” respectively). C++ is a “low-level” language which compiles directly to machine code, allowing for better performance, but requires the programmer to manage low-level functions (e.g., memory allocation) more directly. C# is considered a “high-level” language which automatically handles many of those functions, but this comes with the price of harder performance management. The main language is generally chosen at the engine level, for instance, the Unreal game engine uses a modified version of C++, while the Unity game engine uses C# with bespoke platform compilers to help with compatibility. This book will be of great interest to all beginner and aspiring game producers. |
Разместил: Ingvar16 16-05-2025, 21:02 | Комментарии: 0 | Подробнее
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Название: Computer Performance Modeling Автор: Alexandre Brandwajn, Thomas Begin Издательство: World Scientific Publishing Company Год: 2025 Страниц: 355 Язык: английский Формат: pdf (true) Размер: 16.8 MB
This compendium gives an overview of computer performance modelling techniques and an in-depth explanation of their principles and practical applications. The book emphasizes selected approximation methods for complex systems, including recent advances in multi-server models. This text incorporates many years of experience doing research, teaching, and practicing computer performance modeling. This book can be used as a textbook for a graduate-level course in computer performance modeling, as well as a reference for professionals working in this field. Computer performance modeling provides tools to predict the performance of computer systems before they are built, as well as the effect of system modifications before they are released to the users. Ideally, outside emergency situations, system designs and modifications whose performance has not been assessed and is thus unknown, should not find their way into the marketplace. Computer performance modeling includes all aspects of computer systems, from their hardware and software components to their overall architecture. When dealing with existing systems, its goals include the determination of critical performance factors and the impact of projected changes. |
Разместил: Ingvar16 16-05-2025, 20:14 | Комментарии: 0 | Подробнее
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Название: Java Generics and Collections: Fundamentals and Recommended Practices, 2nd Edition (Sixth Early Release) Автор: Maurice Naftalin, Philip Wadler Издательство: O'Reilly Media, Inc. Год: 2025-03-13 Страниц: 371 Язык: английский Формат: pdf, epub Размер: 10.1 MB
Java Generics and Collections has been the go-to guide to generics for more than a decade. This second edition covers Java 21, providing a clear guide to generics from their most common uses to the strangest corner cases, giving you everything you need to know to use and write generic APIs effectively. It covers the collections library thoroughly, so you'll always know how and when to use each collection for any given task. And it explains stream processing, so you'll know which model to use and how they interoperate to get the best out of the platform library. This book is intended for everyone who knows something about Java, and would like to find out more. It’s not a Java tutorial, so we assume knowledge of basic Java concepts like classes, static and instance methods, and so on. We use the syntax of Java 21, but most syntax features associated specifically with generics are explained in the text. |
Разместил: Ingvar16 16-05-2025, 18:33 | Комментарии: 0 | Подробнее
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Название: Cultural Data Science: An Introduction to R Автор: Harald Klinke Издательство: Springer Год: 2025 Страниц: 163 Язык: английский Формат: pdf Размер: 16.9 MB
This book addresses growing demand in the visual humanities for foundational knowledge in data analysis, image processing, and Artificial Intelligence (AI). Intended for readers without prior technical knowledge, its eighteen chapters introduce key concepts in Data Science through examples from art history, visual computing, and cloud technologies. For advanced readers, it explores how digital methods enhance our understanding of our cultural past. Focusing on image-based humanities research, the book demonstrates practical applications using open source software such as R, RStudio, and ImageMagick, along with open data sets from institutions like the MoMA, the Met, and the Rijksmuseum. To effectively analyze data, the choice of means is crucial. In this book, we are using the programming language R as a strategic choice, since it offers distinct advantages over alternative means. R, being an open-source language, accommodates a wide spectrum of data analysis tasks. |
Разместил: Ingvar16 16-05-2025, 17:29 | Комментарии: 0 | Подробнее
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Название: Cracking the Python Coding Interview: A Comprehensive Guide to Algorithmic Problem Solving Автор: Aarav Joshi Издательство: 101 Books Год: 2025 Страниц: 1669 Язык: английский Формат: epub (true) Размер: 10.1 MB
"Cracking the Python Coding Interview: A Comprehensive Guide to Algorithmic Problem Solving" is a cutting-edge resource designed for Python developers preparing for technical interviews in 2025. This comprehensive guide covers essential coding patterns and problem-solving techniques specifically tailored for Python interviews at top tech companies and startups. The book features 15 meticulously structured chapters that progress from Python fundamentals to advanced data structures, algorithmic patterns, and real-world interview scenarios. Each chapter contains detailed explanations, multiple approaches to solving problems, time and space complexity analyses, and practical implementation tips. Whether you're a beginner or experienced developer, this guide provides the tools to master Python-specific interview challenges, optimize your solutions, and communicate your thought process effectively to interviewers. |
Разместил: Ingvar16 16-05-2025, 07:01 | Комментарии: 0 | Подробнее
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 Название: Docker. Вводный курс Автор: Кейн Ш.П. Издательство: Астана: АЛИСТ Год: 2024 Формат: pdf Страниц: 351 Размер: 21 mb Язык: Русский
Книга подробно описывает инструментарий Docker и возможности использования контейнеров для развертывания программного обеспечения. Рассказано об интеграции Docker и контейнеров Linux с облачными сервисами и Kubernetes. Описаны методы сборки образов Open Container Initiative (OCI), развертывания и администрирования образов с использованием командной строки. Показано, как образы OCI упрощают управление зависимостями и ускоряют процесс развертывания приложений. Даны практические рекомендации по настройке и тестированию контейнеров, подробно рассмотрены инструменты оркестрации, обеспечения безопасности и конфигурирования Docker. В третьем издании особое внимание уделено инструменту BuildKit, поддержке мультиархитектурных образов, а также контейнеров в режиме rootless. |
Разместил: na5ballov 16-05-2025, 06:55 | Комментарии: 0 | Подробнее
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