Название: R for Basic Biostatistics in Medical Research
Автор: Anand Srinivasan, Archana Mishra, Praveen Kumar-M
Издательство: Springer
Год: 2024
Страниц: 307
Язык: английский
Формат: pdf (true), epub
Размер: 29.3 MB

The scientific community at the global level is fast becoming aware of the rising use of open-source tools such as R and Python for data analysis. Unfortunately, in spite of the awareness, the conversion of the intrigue to the practical knowledge in utilization of the open-source tools for routine day-to-day data analysis is seriously lacking both among physicians and medical scientists. This book enables physician-scientists to understand the complexity of explaining a programming/ data-analytic language to a healthcare professional and medical scientist. It simplifies and explains how R can be used in medical projects and routine office works. It also talks about the methodologies to convert the knowledge to practice. The book starts with the introduction to the structure of R programming language in the initial chapters, followed with explanations of utilizing R in the basics of data analysis like data importing and exporting, operations on a data frame, parametric and non-parametric tests, regression, sample size calculation, survival analysis, receiver operator characteristic analysis (ROC) and techniques of randomization.

Название: Full Stack Development with Microsoft Blazor: Building Web, Mobile, and Desktop Applications in .Net 8 and Beyond, 4th Edition
Автор: Peter Himschoot
Издательство: Apress
Год: 2024
Страниц: 697
Язык: английский
Формат: pdf
Размер: 18.6 MB

Become a full-stack web developer using the Microsoft Blazor framework and the techniques shown in this book. This new edition will have you building all kinds of applications in C# and Microsoft .NET 8, from static web sites to fully interactive single page applications, and desktop and mobile applications, in no time. At it's core, this book teaches you to build user interfaces and present data to a user for display and modification, capturing the user’s changes via data binding. The book shows you how to access a rich library of .NET functionality such as a component modeling for building composable user interfaces—including developing reusable components that can be used across many pages and websites. New for this edition, the book now covers server communication using SignalR and/or gRPC, the use of virtualization to load large quantities of data efficiently, deployment and ahead-of-time compilation into WASM, new unit testing features, security using OpenID Connect, and more features added in Blazor in .NET 8.

Название: Engineering Data Analysis with MATLAB
Автор: Tanvir Mustafy, Tauhid Rahman, Nafisa Siddiqui
Издательство: CRC Press
Год: 2024
Страниц: 903
Язык: английский
Формат: pdf (true)
Размер: 93.7 MB

This book provides a concise overview of a variety of techniques for analyzing statistical, scientific, and financial data, using MATLAB to integrate several approaches to data analysis and statistics. The chapters offer a broad review of computational data analysis, illustrated with many examples and applications. Topics range from the basics of data and statistical analysis to more advanced subjects such as probability distributions, descriptive and inferential statistics, parametric and non-parametric tests, correlation, and regression analysis. Each chapter combines theoretical concepts with practical MATLAB applications and includes practice exercises, ensuring a comprehensive understanding of the material. With coverage of both basic and more complex ideas in applied statistics, the book has broad appeal for undergraduate students up to practicing engineers.

Название: Practical C++ STL Programming: Real-world Applications With C++20 and C++23
Автор: Daniel Kusswurm
Издательство: Apress
Год: 2024
Страниц: 933
Язык: английский
Формат: True PDF, True EPUB
Размер: 11.4 MB

Learn how to use the classes, algorithms, and other programming constructs of C++ STL. This comprehensive and practical guide covers a broad range of STL programming topics and highlights numerous programming constructs from the C++20 and C++23 standards. Mastering use of STL can be daunting for both new and experienced C++ programmers. This book is accompanied by over 100 source code examples, designed to accelerate learning by emphasizing practical use cases. It coincides with the C++20 and C++23 standards and works with any OS platform that supports these standards including Windows (Visual C++), Linux (GNU C++) and macOS (clang). After reading Practical C++ STL Programming, you’ll be able to exploit the computational capabilities of STL to implement a wide variety of software algorithms and solve unique programming challenges. For software developers and programmers who understand the basic syntax and semantics of C++ and want/need to learn how to use STL’s classes and algorithms, or programmers who have experience using STL as specified by the C++11/14/17 standards and are interested in learning how to use the new STL classes and algorithms of C++20/23.

Название: Privacy and Security for Large Language Models: Hands-On Privacy-Preserving Techniques for Personalized AI (Early Release)
Автор: Baihan Lin
Издательство: O’Reilly Media, Inc.
Год: 2024-11-20
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

As the deployment of AI technologies surges, the need to safeguard privacy and security in the use of large language models (LLMs) is more crucial than ever. Professionals face the challenge of leveraging the immense power of LLMs for personalized applications while ensuring stringent data privacy and security. The stakes are high, as privacy breaches and data leaks can lead to significant reputational and financial repercussions. This book serves as a much-needed guide to addressing these pressing concerns. Dr. Baihan Lin offers a comprehensive exploration of privacy-preserving and security techniques like differential privacy, federated learning, and homomorphic encryption, applied specifically to LLMs. With its hands-on code examples, real-world case studies, and robust fine-tuning methodologies in domain-specific applications, this book is a vital resource for developing secure, ethical, and personalized AI solutions in today's privacy-conscious landscape.

Название: AI and Innovation: How to Transform Your Business and Outpace the Competition with Generative AI
Автор: Michael Lewrick, Omar Hatamleh
Издательство: Wiley
Год: 2025
Страниц: 272
Язык: английский
Формат: epub (true)
Размер: 50.0 MB

Transform your organization’s approach to Artificial Intelligence (AI) with tested frameworks from global leaders. AI and Innovation: How to Transform Your Business and Outpace the Competition with Generative AI is an expert blueprint on shaping and scaling the AI ecosystem of the future, revealing frameworks already tested and implemented at leading companies including Siemens, GE, and Microsoft. This book contains insight, use cases, tools, and templates to help readers build a brighter future for their organizations based on a fusion of disciplines, new concepts, and foresight thinking. Written by two transformational business leaders, this AI and Innovation shows readers how to create the future of the innovation engine by connecting the dots between technology, change, and business success. AI and Innovation is a timely, essential read for business leaders, innovation and strategy managers, and executives seeking state-of-the-art guidance on AI and proven best practices for implementation.

Название: Mastering PowerShell: The Ultimate Beginner's Guide to Automation and Scripting
Автор: Laszlo Bocso
Издательство: Independently published
Год: 2024
Страниц: 954
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Welcome to the world of PowerShell! This book is your gateway to mastering Microsoft’s robust command-line and scripting framework. Whether you're an IT professional, developer, student, or simply interested in automation, this guide will take you from a novice to an expert. Authored by László Bocsó, a Microsoft Certified Trainer (MCT) with over a decade of experience in IT education and consulting, this book is both informative and practical, designed to be easy to understand and immediately applicable. The primary objective of this book is to serve as a complete guide for beginners who are new to PowerShell. Whether you are an IT administrator, a developer, or a student aspiring to enter the IT field, this book will help you understand the fundamental concepts of PowerShell and how to apply them effectively. By the end of this journey, you will be proficient in writing scripts, automating tasks, managing systems, and utilizing advanced features of PowerShell to optimize your workflow.

Название: Next Generation Mechanisms for Data Encryption
Автор: Keshav Kumar, Bishwajeet Kumar Pandey
Издательство: CRC Press
Год: 2025
Страниц: 306
Язык: английский
Формат: pdf (true), epub
Размер: 20.7 MB

This book gives readers a deep insight into cryptography and discusses the various types of cryptography algorithms used for the encryption and decryption of data. It also covers the mathematics behind the use of algorithms for encryption and decryption. This book is designed for a wide audience, including cybersecurity professionals, researchers, students, and anyone with an interest in data security. It begins with an overview of traditional encryption methods, providing a foundation for understanding the principles and challenges that have shaped the field. From there, we dive into the next-generation encryption mechanisms, showcasing the key innovations and emerging trends that are redefining data security. Each chapter is crafted to blend theoretical concepts with practical applications, offering readers a well-rounded perspective on current advancements and future directions. The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, Computer Science and engineering, and information technology.

Название: Deep Learning for Biology: Harness AI to Solve Real-World Biology Problems (Early Release)
Автор: Charles Ravarani, Natasha Latysheva
Издательство: O’Reilly Media, Inc.
Год: 2024-12-03
Страниц: 300
Язык: английский
Формат: epub
Размер: 10.1 MB

Bridge the gap between biology and cutting-edge Machine Learning techniques with this essential guide. Train and interpret Deep Learning models and answer fundamental biological questions. Whether your background is in biology, Machine Learning, or software engineering, this book empowers you with the practical skills needed for your Deep Learning journey. Through step-by-step recipes, authors Natasha Latysheva and Charles Ravarani teach you to train models for tasks like understanding gene regulatory logic, uncovering insights about protein families, and exploring subcellular localization. Each chapter provides self-contained mini-projects that serve as templates for approaching complex biological problems. Leverage Python code and iPython notebooks to extend your projects.

Название: Рецепты TypeScript: Программирование на уровне типов для реальных задач
Автор: Стефан Баумгартнер
Издательство: Спринт Бук
Год: 2025
Страниц: 432
Язык: русский
Формат: pdf
Размер: 33.6 MB

TypeScript — один из важнейших инструментов для jаvascript-разработчиков. Тем не менее, даже опытные специалисты получают множество сообщений об ошибках от компилятора TypeScript, неприятно удивляясь этому. Откройте «Рецепты TypeScript». В этом практическом руководстве его автор Стефан Баумгартнер описывает способы решения наиболее распространенных задач на TypeScript. Те, кто уже знаком с основами jаvascript и TypeScript, найдут в книге действенные рецепты, которые помогут справиться с широким спектром вопросов, от настройки проектов со сложной структурой до определения расширенных вспомогательных типов. Каждый такой рецепт поможет разобраться с конкретной проблемой и объяснит, почему и как это работает.