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 Название: Deep Learning for Social Media Data Analytics
Автор: Tzung-Pei Hong, Leticia Serrano-Estrada, Akrati Saxena, Anupam Biswas
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 297
Размер: 10 Mb
Язык: English
This edited book covers ongoing research in both theory and practical applications of using deep learning for social media data. Social networking platforms are overwhelmed by different contents, and their huge amounts of data have enormous potential to influence business, politics, security, planning and other social aspects. Recently, deep learning techniques have had many successful applications in the AI field. The research presented in this book emerges from the conviction that there is still much progress to be made toward exploiting deep learning in the context of social media data analytics. It includes fifteen chapters, organized into four sections that report on original research in network structure analysis, social media text analysis, user behaviour analysis and social media security analysis. This work could serve as a good reference for researchers, as well as a compilation of innovative ideas and solutions for practitioners interested in applying deep learning techniques to social media data analytics. | |
Разместил: vitvikvas 20-09-2022, 09:22 | Комментарии: 0 | Подробнее
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 Название: Security as Code: DevSecOps Patterns with AWS (Second Early Release)
Автор: BK Sarthak Das, Virginia Chu
Издательство: O’Reilly Media, Inc.
Год: 2022-09-20
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB
DevOps engineers, developers, and security engineers have ever-changing roles to play in today's cloud native world. In order to build secure and resilient applications, you have to be equipped with security knowledge. Enter security as code. In this book, authors BK Sarthak Das and Virginia Chu demonstrate how to use this methodology to secure any application and infrastructure you want to deploy. With Security as Code, you'll learn how to create a secure containerized application with Kubernetes using CI/CD tooling from AWS and open source providers. This practical book also provides common patterns and methods to securely develop infrastructure for resilient and highly available backups that you can restore with just minimal manual intervention. | |
Разместил: Ingvar16 20-09-2022, 02:08 | Комментарии: 0 | Подробнее
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 Название: Flutter and Dart Cookbook (Fifth Early Release)
Автор: Rich Rose
Издательство: O’Reilly Media, Inc.
Год: 2022-09-16
Страниц: 112
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB
Learn the essentials of working with Flutter and Dart to build full stack applications that meet the needs of a cloud-driven world. Together, the Flutter open source UI software development kit and the Dart programming language for client development provide a unified solution to building applications capable of targeting multiple platforms. Recipes in this cookbook show you how this potent combination provides an efficient approach to application development. Typically used in frontend development, Flutter helps you develop cross-platform applications for Android, iOS, Linux, Mac, Windows, and the Google Fuchsia operating system. The Dart SDK provides native access to third-party solutions, including APIs, databases, and authentication. When used in concert with Flutter, Dart allows you to compile source code ahead of time to native code. | |
Разместил: Ingvar16 20-09-2022, 01:55 | Комментарии: 0 | Подробнее
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 Название: MATLAB Partial Differential Equation Toolbox: User's Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc
Год: September 2022
Страниц: 2064
Язык: английский
Формат: pdf (true)
Размер: 16.8 MB
Partial Differential Equation Toolbox provides functions for solving structural mechanics, heat transfer, and general partial differential equations (PDEs) using finite element analysis. You can perform linear static analysis to compute deformation, stress, and strain. For modeling structural dynamics and vibration, the toolbox provides a direct time integration solver. You can analyze a component’s structural characteristics by performing modal analysis to find natural frequencies and mode shapes. You can model conduction-dominant heat transfer problems to calculate temperature distributions, heat fluxes, and heat flow rates through surfaces. You can also solve standard problems such as diffusion, electrostatics, and magnetostatics, as well as custom PDEs. | |
Разместил: Ingvar16 20-09-2022, 01:32 | Комментарии: 0 | Подробнее
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Название: Автоматизация предприятия с помощью Python
Автор: Агравал А.
Издательство: BPB Online
Год: 2022
Формат: pdf
Страниц: 203
Размер: 21 mb
Язык: Русский
В данной книге приводятся реальные примеры того, как читатели могут внедрять автоматизацию бизнес-процессов на своих предприятиях, а также решать обычные офисные задачи с помощью языка Python и его библиотек реализации элементов ИИ. Эта книга научит вас создавать, читать, изменять и извлекать данные из документов Excel, Word и PDF с помощью программирования на языке Python. Также Вы узнаете, как можно в автоматическом режиме извлекать данные с веб-сайтов, PDF-документов, работать с электронной почтой Gmail и Outlook, а также мессенжером WhatsApp. Отдельный раздел книги будет интересен тем, кто желает автоматизировать с помощью языка Python извлечение текста из изображений и отсканированных документов. | |
Разместил: na5ballov 19-09-2022, 17:47 | Комментарии: 0 | Подробнее
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 Название: Security Chaos Engineering: Developing Resilience and Safety at Speed and Scale (Early Release)
Автор: Kelly Shortridge, Aaron Rinehart
Издательство: O’Reilly Media, Inc.
Год: 2022-09-07
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB
Information security is broken. Year after year, attackers remain unchallenged and undeterred, while engineering teams feel mounting pressure to design, build, and operate "secure" systems. Attacks can't be prevented, mental models of systems are incomplete, and our digital world constantly evolves. How can we verify that our systems behave the way we expect? What can we do to improve our systems' resilience? In this pragmatic and comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of securing complex software systems. Using the principles and practices of security chaos engineering, they explore how you can cultivate resilience across the software delivery lifecycle. | |
Разместил: Ingvar16 19-09-2022, 13:55 | Комментарии: 0 | Подробнее
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 Название: PYTHON – Master Python OOP Programming with One Guide Only! A lot of Coding, Practice and Theory Learn Python with Hands-On Projects
Автор: Rick Sekuloski
Издательство: Independently published
Год: 2022
Страниц: 575
Язык: английский
Формат: epub
Размер: 23.8 MB
Many people are afraid of programming because they think learning how to code is too hard.I was one of them! But if you want to learn and master Python programming, this is the book for you. I have seen people buying many books and courses to learn Python but they never actually learned how to code. I promise my book will save you money and time. This book is balanced with theory and examples because I think the real-life examples are what you can really learn from. | |
Разместил: Ingvar16 19-09-2022, 12:31 | Комментарии: 0 | Подробнее
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 Название: Deep Learning for Computational Problems in Hardware Security: Modeling Attacks on Strong Physically Unclonable Function Circuits
Автор: Pranesh Santikellur, Rajat Subhra Chakraborty
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB
The book discusses a broad overview of traditional Machine Learning (ML) methods and state-of-the-art Deep Learning (DL) practices for hardware security applications, in particular the techniques of launching potent "modeling attacks" on Physically Unclonable Function (PUF) circuits, which are promising hardware security primitives. The volume is self-contained and includes a comprehensive background on PUF circuits, and the necessary mathematical foundation of traditional and advanced Machine Learning techniques such as support vector machines, logistic regression, neural networks, and Deep Learning. This book can be used as a self-learning resource for researchers and practitioners of hardware security, and will also be suitable for graduate-level courses on hardware security and application of Machine Learning in hardware security. A stand-out feature of the book is the availability of reference software code and datasets to replicate the experiments described in the book. | |
Разместил: Ingvar16 19-09-2022, 01:47 | Комментарии: 0 | Подробнее
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Название: Академия ТОР. Game Development
Автор: Коллектив авторов
Издательство: Академия ТОР
Год: 2020
Формат: pdf
Страниц: 250
Размер: 67 mb
Язык: Русский
Сборник лекций от компьютерной Академии Top.
Создание первого уровня.
Добавление переменных и противников.
Создание сложных патрулирующих противников и препятствий.
Создание уровней игры.
Анимация главного героя.
Стрельба.
Создание финального супербосса. | |
Разместил: na5ballov 18-09-2022, 15:33 | Комментарии: 0 | Подробнее
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 Название: Обучение с подкреплением для реальных задач. Инженерный подход
Автор: Уиндер Фил
Издательство: БXB
Год: 2023
Формат: PDF
Страниц: 400
Размер: 36,3 Mb
Язык: Русский
Книга посвящена промышленно-ориентированному применению обучения с подкреплением (Reinforcement Learning, RL). Объяснено, как обучать промышленные и научные системы решению любых пошаговых задач методом проб и ошибок – без подготовки узкоспециализированных учебных множеств данных и без риска переобучить или переусложнить алгоритм. Рассмотрены марковские процессы принятия решений, глубокие Q-сети, градиенты политик и их вычисление, методы устранения энтропии и многое другое. Данная книга – первая на русском языке, где теоретический базис RL и алгоритмы даны в прикладном, отраслевом ключе. | |
Разместил: vitvikvas 18-09-2022, 04:34 | Комментарии: 0 | Подробнее
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