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 Название: Supervised Learning: Mathematical Foundations and Real-world Applications
Автор: Dalia Chakrabarty
Издательство: CRC Press
Год: 2025
Страниц: 345
Язык: английский
Формат: pdf (true), epub
Размер: 22.5 MB
This book discusses the relevance of probabilistic Supervised Learning, to the pursuit of automated and reliable prediction of an unknown that is in a state of relationship with another variable. The book provides methods for secured mechanistic learning of the function that represents this relationship between the output and input variables, where said learning is undertaken within the remit of real-world information that can be messy in different ways. The generic solution to the problem of secured supervised learning amidst real-world messiness, lies in treating the sought inter-variable relation as a (function-valued) random variable, which, being random, is ascribed a probability distribution. Then recalling that distributions on the space of functions are given by stochastic processes, the sought function is proposed to be a sample function of a stochastic process. This process is chosen as one that imposes minimal constraints on the sought function – identified as a Gaussian Process (GP) in the book. To help with the background, the book includes reviews on stochastic processes and basic probability theory. This will render the first half of the book useful for students across disciplines, while the latter half will be appreciated by students of numerate subjects at the postgraduate level or higher, including students of computational sciences, statistics and mathematics. | |
Разместил: Ingvar16 13-02-2025, 19:20 | Комментарии: 0 | Подробнее
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 Название: Programming for Problem Solving
Автор: Wiley Editorial
Издательство: Wiley
Серия: As per AICTE
Год: 2019
Страниц: 462
Язык: английский
Формат: pdf (true)
Размер: 17.4 MB
Computing and programming concepts are essential to leverage the technical skills of a student. Their knowledge equips the students to keep abreast with latest technologies and reduce considerable time in solving problems through their use. The course Programming for Problem Solving is mandated for first year of students of engineering across all branches to make them familiar with programming aspects and their applications. This book is structured as per the syllabus recommended by AICTE for the course. This book is designed to meet the requirements of students having very little knowledge of computers, and journeys them from the basic fundaments of computers through application of problem-solving techniques using C programming concepts. The book also includes laboratory manual for practical applications of the theoretical concepts on problem solving through C programming. Useful appendices in the book serve as a good reference tools for related chapters. The comprehensive and exhaustive theoretical treatment of the concepts on problem solving, and C programming helps students to perform practical applications of these concepts in the laboratory course with ease. | |
Разместил: Ingvar16 13-02-2025, 18:43 | Комментарии: 0 | Подробнее
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 Название: Hacker's Manual - 18th Edition, 2025
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2025
Страниц: 148
Язык: английский
Формат: pdf
Размер: 108.9 MB
Добро пожаловать в 2025 выпуск The Hacker's Manual! 148 страниц учебников, руководств и статей по взлому Linux от экспертов Linux Format Magazine, дома открытого программного обеспечения. Более 80 учебников по взлому. Сетевые технологии - погрузитесь в протоколы, стройте сети и анализируйте трафик. Сисадмин - используйте возможности Docker и научитесь экономить время при работе с терминалом. Хакинг - установите полноценную операционную систему Linux на свой телефон и взломайте дистрибутив, чтобы увеличить скорость работы. Конфиденциальность - ощутите на себе атаку и защитите свою конфиденциальность с нашей помощью. | |
Разместил: Ingvar16 13-02-2025, 05:07 | Комментарии: 0 | Подробнее
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 Название: Learning Ransomware Response & Recovery: Stopping Ransomware One Restore at a Time (Early Release)
Автор: W. Curtis Preston, Michael Saylor
Издательство: O’Reilly Media, Inc.
Год: 2025-02-11
Страниц: 103
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Ransomware attacks are no longer a question of if—it's a matter of when. With hackers increasingly targeting backup and disaster recovery (DR) systems, organizations need more than prevention strategies; they need a battle-tested plan for minimizing damage, forensically determining what's happened and restoring your environment without paying the ransom. Renowned experts W. Curtis Preston and Dr. Mike Saylor offer a comprehensive guide to protecting critical systems and responding effectively when the worst happens. Whether you're a security professional unaware of how exposed your backup systems are, or a backup admin in need of stronger security expertise, this book is your essential roadmap. With actionable advice, clear frameworks, and step-by-step guidance, it bridges the gap between data protection and cybersecurity—empowering teams to deliver decisive, effective responses when faced with ransomware. Ransomware is malicious software (malware) designed to block access to a computer system or encrypt its data until a ransom is paid. Ransomware is typically developed with high-level programming languages, like C, C++, jаvascript, and Python due to their flexibility and compatibility across various computer operating systems. Some have also been found to be written in more specialized programming languages like Go and Rust, which provide greater speed, efficiency, and additional compatibility across target systems. | |
Разместил: Ingvar16 12-02-2025, 21:10 | Комментарии: 0 | Подробнее
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 Название: An Introduction to PHP: Learn PHP 8 to Create Dynamic Websites
Автор: Mark Simon
Издательство: Apress
Год: 2024
Страниц: 639
Язык: английский
Формат: pdf (true), epub (true)
Размер: 23.2 MB
Use PHP to enhance your web pages. This book shows you how PHP programming works, and how to write and organize PHP code. The book starts with steps to download and install a setup for a sample website that will form the basis for upcoming chapters. You start by writing PHP code and learn how to mix it with HTML and manage the code. From there, you will learn about dynamic content, along with a deep dive into form processing and sending email. Saving uploaded data and uploading files is discussed next. You will learn how to configure your PHP project and develop a library. You will then learn how to create an image catalog and manage data on your web page. By the end of the book, you will understand how to work with cookies, sessions, and logging in, followed by an example of creating a simple blog that reiterates the concepts developed in the previous chapters. After reading this book, you will be able to configure, create, and manage your dynamic website. | |
Разместил: Ingvar16 12-02-2025, 19:55 | Комментарии: 0 | Подробнее
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 Название: Bioinformatics and Beyond: AI Applications in Healthcare
Автор: Moolchand Sharma, Deepak Kumar Sharma, Deevyankar Agarwal, Khoula Al Harthy
Издательство: CRC Press
Год: 2025
Страниц: 311
Язык: английский
Формат: pdf (true), epub
Размер: 36.1 MB
This book is a comprehensive exploration of the dynamic interplay between bioinformatics and Artificial Intelligence (AI) within the healthcare landscape. This book introduces readers to the foundational principles of bioinformatics and AI, elucidating their integration and collaborative potential. Bioinformatics and Beyond: AI Applications in Healthcare explores the transformative impact of data-driven insights, showcasing the applications of Machine Learning in diagnostics, personalized medicine, and genomic advancements. The book unveils the pivotal role AI plays in accelerating pharmaceutical research. Moreover, it addresses the practical implementation of AI in clinical decision support systems, while also critically examining challenges and ethical considerations associated with these technologies. Finally, the book looks toward the future, envisioning emerging trends and technologies that promise to reshape the future of healthcare. Aimed at professionals, researchers, and students across diverse disciplines, this book serves as an invaluable guide to understanding and navigating the evolving landscape of AI applications in healthcare. This book is tailored to meet the needs of scientists, researchers, practitioners, professionals, and educators actively engaged in the realms of bioinformatics, Artificial Intelligence, and healthcare. | |
Разместил: Ingvar16 12-02-2025, 17:50 | Комментарии: 0 | Подробнее
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 Название: Алгоритмы эволюционной оптимизации
Автор: Саймон Д.
Издательство: ДМК Пресс
Год: 2020
Cтраниц: 1002
Формат: pdf (ocr)
Размер: 23 мб
Язык: русский
В данной книге рассматриваются история, теоретические основы, математический аппарат и программирование алгоритмов эволюционной оптимизации. Рассмотренные алгоритмы включают в себя генетические алгоритмы, генетическое программирование, оптимизацию на основе муравьиной кучи, оптимизацию на основе роя частиц, дифференциальную эволюцию, биогеографическую оптимизацию и многие другие. | |
Разместил: rivasss 12-02-2025, 14:30 | Комментарии: 0 | Подробнее
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 Название: Python Programming_From Zero to Web Development
Автор: e3
Издательство: Independently published
Год: 2025
Страниц: 1258
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
The goal of this book is to teach Python quickly, in detail, and in a straightforward manner to anyone interested in learning the language. The target audience for this book are beginners with no prior programming knowledge. As a result, the book covers topics in a simplified and detailed manner to make the learning process easier. The goal of this book is to teach Python quickly, in detail, and in a straightforward manner to anyone interested in learning the language. The target audience for this book are beginners with no prior programming knowledge. As a result, the book covers topics in a simplified and detailed manner to make the learning process easier. The book is composed of lengthy and detailed articles. Reading it like a novel could lead to frustration, as it's not designed to be read passively. To avoid boredom and retain information effectively, active participation is key. Instead of simply reading through the material, try writing plenty of example code. This hands-on approach will help solidify what you learn and make it easier to remember. | |
Разместил: Ingvar16 12-02-2025, 09:01 | Комментарии: 0 | Подробнее
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 Название: Roblox Game Development: From Zero To Proficiency (intermediate): A Step-by-Step Guide to Creating a Third-Person Shooter in Roblox Studio with Lua
Автор: Patrick Felicia
Издательство: LPF Publishing
Год: 2025
Страниц: 348
Язык: английский
Формат: pdf, epub
Размер: 11.9 MB
Master Roblox Development Faster. Are you ready to take your Roblox game development skills to the next level? Roblox Game Development: From Zero to Proficiency (Intermediate) is your step-by-step guide to mastering advanced gameplay mechanics, NPC behaviors, and combat systems in Roblox Studio. Whether you're looking to build engaging action games or expand your knowledge of Lua scripting, this book will equip you with the tools needed to create interactive and dynamic game experiences. Imagine developing intelligent NPCs that chase the player, designing a weapon system with ammunition and reloading mechanics, or implementing health packs that keep players alive in high-stakes battles. With hands-on projects, practical exercises, and clear explanations, this book helps you transform your ideas into fully functional Roblox games. This second book in the series is designed for learners who are ready to elevate their Roblox development skills by creating an exciting and dynamic third-person shooter game. | |
Разместил: Ingvar16 12-02-2025, 08:15 | Комментарии: 0 | Подробнее
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 Название: Understanding Matlab: A Textbook for Beginners
Автор: Syed Nasimul Alam, Syed Samsul Alam
Издательство: I.K. International Pvt. Ltd./Dreamtech Press
Год: 2019
Страниц: 328
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB
This book is mainly for students and professionals who are trying to learn MATLAB through self-study. This book can be used by anyone who is completely unacquainted with MATLAB. MATLAB is a high-level computing language which can be used in a large number of areas. The other advantage of MATLAB is the speed with which computation can be done. All these have made MATLAB very popular amongst users. In a step-by-step process, this book tries to teach the readers how to write MATLAB programs in order to solve problems. The book intends to acquaint the user with a number of inbuilt functions and features of MATLAB with specific illustrations in the areas of science and technology. MATLAB is a high level computing language, which can be used in a wide range of areas. A large number of examples have been included in this book. Plots, matrix calculations, vectors, loops, functions, solving linear equations, integration, differentiation, ordinary differential equations, curve fitting, image processing, animation and a lot of other areas have been dealt with in this book. | |
Разместил: Ingvar16 12-02-2025, 06:36 | Комментарии: 0 | Подробнее
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