Litgu.ru - Литературный Гуру

Название: Fight Fraud with Machine Learning (MEAP v2)
Автор: Ashish Ranjan Jha
Издательство: Manning Publications
Год: 2023
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Financial and corporate fraud happen every day, and the fraudsters inevitably leave a digital trail. Machine learning techniques, including the latest generation of LLM-driven AI tools, help identify the telltale signals that a crime is taking place. Fight Fraud with Machine Learning teaches you how to apply cutting edge ML to identify fraud, find the fraudsters, and possibly even catch them in the act. In this cutting-edge book you’ll develop scalable and tunable models that can spot and stop fraudulent activity in online transactions, data stores, even in digitized paper records. You’ll use Python to battle common scams like phishing and credit card fraud, along with new and emerging threats like voice spoofing and deepfakes. Fight Fraud with Machine Learning teaches you to build and deploy state-of-the-art fraud detection systems. You’ll start with the basics of rule-based systems, iterating chapter-by-chapter until you’re creating tools to stop the most sophisticated modern attacks. Almost every online fraud you might encounter is covered in detail.

Название: Useful Python
Автор: Stuart Langridge
Издательство: SitePoint Pty. Ltd.
Год: 2023
Страниц: 98
Язык: английский
Формат: pdf, epub (true)
Размер: 11.1 MB

Python is a versatile and powerful language that can be used for a wide variety of tasks. In this book, we'll look at how Python can be used for various tasks that will make your life easier. Python as a “glue” language: it helps us combine skills and programs we already know how to use by allowing us to easily convert data from one format to another. This means that we can take data in one format that we don’t have tools to manipulate and change it into data for tools that we’re comfortable with. Whether we need to process a CSV, web page, or JSON file, Python can help us get the data into a format we can use. Python for stitching together other things. Sometimes we need to do more than process the data in an Excel file we’ve been sent. For example, we may want to fetch some pages from the Web, or work with an online API, or control our computer itself (such as renaming a batch of files, or changing how our operating system works). Python is great at these tasks.

Название: Сборник задач по программированию
Автор: Мишенин А.И.
Издательство: Финансы и статистика; ИНФРА-М
Год: 2009
Cтраниц: 226
Формат: pdf
Размер: 79 мб
Язык: русский

Структура пособия соответствует учебной программе дисциплины «Информатика и программирование». Первая часть содержит около 600 задач по теории программирования и языкам программирования Visual Basic и Pascal. Вторая часть (занимает более половины объема пособия) включает решение значительного числа задач или указания к их решению.

Название: Elixir в действии
Автор: Юрич С.
Издательство: ДМK
Год: 2020
Cтраниц: 376
Формат: pdf (ocr)
Размер: 44 мб
Язык: русский

При разработке программного обеспечения для решения критически важных задач огромную роль играет отказоустойчивость. Язык программирования Elixir позволяет создавать быстрые и надежные приложения, будь то крупная распределенная система, набор сервисов для бекенда или простенькое веб-приложение. Элегантный синтаксис Elixir и функциональный образ мышления позволяют достичь простоты в написании, чтении и поддержке кода.

Название: ASP.NET Core in Action, Third Edition (MEAP v13)
Автор: Andrew Lock
Издательство: Manning Publications
Год: 2023
Страниц: 1035
Язык: английский
Формат: pdf
Размер: 35.8 MB

Build professional-grade full-stack web applications using C# and ASP.NET Core. Fully updated to ASP.NET Core 7.0! In ASP.NET Core in Action, Third Edition Microsoft MVP Andrew Lock teaches you how you can use your C# and .NET skills to build amazing cross-platform web applications. This revised bestseller reveals the latest .NET patterns, including minimal APIs and minimal hosting. Even if you've never worked with ASP.NET, you'll start creating productive cross-platform web apps fast. Developers love ASP.NET Core for its libraries and pre-built components that maximize productivity. This awesome web framework empowers you to build web applications using HTTP APIs, server-side rendered HTML, and long-running server processes all using the same familiar structure and components. Version 7.0 takes full advantage of new C# features, easy-to-build minimal APIs, and big performance upgrades.

Название: Python для детей и родителей. Играй и программируй
Автор(ы): Брайсон Пэйн
Издательство: Эксмо
Год: 2023. 2-е изд.
Страниц: 352
Формат: PDF
Размер: 18 Мб
Язык: русский

Второе издание любимого многими родителями и детьми самоучителя. Программирование — одна из самых востребованных профессий в наше время, и она останется таковой в ближайшем будущем. Научите своих детей программировать уже сейчас с помощью этой книги! В книге представлен язык Python, один из самых популярных и простых. Вы найдете здесь много упражнений — полезных, интересных и забавных, поэтому ваш ребенок не заскучает. Материал написан доступно и просто, поэтому ему не составит труда освоить азы программирования.

Название: Data Analysis with Rust Notebooks
Автор: Dr. Shahin Rostami
Издательство: Independently published
Год: 2022
Страниц: 109
Язык: английский
Формат: pdf
Размер: 10.1 MB

A practical book on Data Analysis with Rust Notebooks that teaches you the concepts and how they're implemented in practice. The Rust programming language has become a popular choice amongst software engineers since its release in 2010. Besides being something new and interesting, Rust promised to offer exceptional performance and reliability. In particular, Rust achieves memory-safety and thread-safety through its ownership model. Instead of runtime checks, this safety is assured at compile time by Rust's borrow checker. This prevents undefined behaviour such as dangling pointers! I had originally planned to use Plotters for all the graphing in this book. However, shortly after finding Plotters, I found out that a Rust library had enabled Plotly support. You will see this in later sections, but for now, here is an example of how Plotters works. In my other book, Practical Evolutionary Algorithms, I relied on the Plotly graphic libraries to generate visualisations throughout each notebook. When I started writing Rust Notebooks a Plotly solution was not available, however, I found Plotters to be a suitable alternative for rendering visualisations.

Название: Deep Reinforcement Learning for Wireless Communications and Networking: Theory, Applications and Implementation
Автор: Dinh Thai Hoang, Nguyen Van Huynh, Diep N. Nguyen
Издательство: Wiley-IEEE Press
Год: 2023
Страниц: 288
Язык: английский
Формат: epub (true)
Размер: 12.5 MB

Comprehensive guide to Deep Reinforcement Learning (DRL) as applied to wireless communication systems. Deep Reinforcement Learning empowered by deep neural networks (DNNs) has been developing as a promising solution to address high-dimensional and continuous control problems effectively. The integration of DRL into future wireless networks will revolutionize conventional model-based network optimization with model-free approaches and meet various application demands. By interacting with the environment, DRL provides an autonomous decision-making mechanism for the network entities to solve non-convex, complex, model-free problems, e.g. spectrum access, handover, scheduling, caching, data offloading, and resource allocation. This not only reduces communication overhead but also improves network security and reliability. Though DRL has shown great potential to address emerging issues in complex wireless networks, there are still domain-specific challenges that require further investigation.

Название: PowerShell SysAdmin Crash Course: Unlock the Full Potential of PowerShell with Advanced Techniques, Automation, Configuration Management and Integration
Автор: Steeve Lee
Издательство: GitforGits
Год: 2023
Страниц: 387
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Take control of your PowerShell skills and start learning today! Say goodbye to complicated IT tasks and embrace efficient system administration with "PowerShell SysAdmin Crash Course." With hands-on experience and over 50 examples and demonstrations, you will build a strong understanding of PowerShell and gain confidence in its application. "PowerShell SysAdmin Crash Course" is the ultimate guide for system administrators and PowerShell users. This comprehensive resource teaches you everything to know about PowerShell, from the console and cmdlets to scripting, modules, and more. You will learn essential topics like Active Directory Management, Windows Server, PowerShell Remoting, DSC, SCCM, and administering software updates. In addition, you will discover advanced techniques such as working with JSON and XML data, parallel processing, multithreading, and creating custom cmdlets and modules. You get to learn how to integrate PowerShell with automation and configuration management tools like Ansible, Puppet, and Chef, and how to use CI/CD tools like Jenkins. The book also covers integrating PowerShell with Bash and Python scripting and utilizing PowerShell Universal for running automation scripts through a single platform.

Название: Statistics with Rust: 50+ Statistical Techniques Put into Action
Автор: Keiko Nakamura
Издательство: GitforGits
Год: 2023
Страниц: 346
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Are you an experienced statistician or data professional looking for a powerful, efficient, and versatile programming language to turbocharge your data analysis and Machine Learning projects? Look no further! "Statistics with Rust" is your comprehensive resource to unlock Rust's true potential in modern statistical methods. This book is tailored specifically for statisticians and data professionals who are already familiar with the fundamentals of statistics and want to leverage the speed and reliability of Rust in their projects. Over 11 in-depth chapters, you will discover how Rust outperforms Python in various aspects of data analysis and Machine Learning and learn to implement popular statistical methods using Rust's unique features and libraries. "Statistics with Rust" begins by introducing you to Rust's programming environment and essential libraries for data professionals. You'll then dive into data handling, preprocessing, and visualization techniques that form the backbone of any statistical analysis.