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: 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: 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.

Название: C++ Networking 101: Unlocking Sockets, Protocols, VPNs, and Asynchronous I/O with 75+ sample programs
Автор: Anais Sutherland
Издательство: GitforGits
Год: 2023
Страниц: 364
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

This book is an invaluable resource for aspiring network administrators aiming to deepen their understanding of networking concepts while strengthening their C++ programming skills. Across eleven chapters, this book bridges the gap between network administration and programming, providing readers a holistic approach to mastering network operations. Readers begin with a deep-dive into network fundamentals such as TCP/IP model, sockets, and protocols. They then progress to practical programming, employing C++ to establish TCP/UDP client-server connections, handle network errors, and deal with application layer protocols such as HTTP/HTTPS, FTP, SMTP, IMAP, and DNS. The book then guides readers through Virtual Private Networks (VPNs), detailing their importance, functioning, and distinct types of VPNs. It explores wireless networking and asynchronous programming, providing clear illustrations of WiFi, Bluetooth, and Zigbee setup using C++. It covers critical wireless standards and security protocols. For a comprehensive understanding, the book illustrates network configuration management using C++ to automate crucial network operations tasks, thus highlighting the power of programming in network management.

Название: Bayesian Optimization in Action (MEAP v12)
Автор: Quan Nguyen
Издательство: Manning Publications
Год: 2023
Страниц: 593
Язык: английский
Формат: pdf, epub
Размер: 37.2 MB

Apply advanced techniques for optimizing Machine Learning processes. Bayesian optimization helps pinpoint the best configuration for your Machine Learning models with speed and accuracy. Bayesian Optimization in Action shows you how to optimize hyperparameter tuning, A/B testing, and other aspects of the machine learning process by applying cutting-edge Bayesian techniques. Using clear language, illustrations, and concrete examples, this book proves that Bayesian optimization doesn’t have to be difficult! You’ll get in-depth insights into how Bayesian optimization works and learn how to implement it with cutting edge Python libraries. The book’s easy-to-reuse code samples let you hit the ground running by plugging them straight into your own projects.

Название: TensorFlow для глубокого обучения
Автор: Рамсундар Бхарат, Заде Р.Б.
Издательство: БХВ-Петербург
Год: 2019
Cтраниц: 250
Формат: djvu
Размер: 22 мб
Язык: русский

Книга знакомит с основами программной библиотеки TensorFlow и принципами глубокого обучения, начиная с нулевого уровня. В книге рассмотрены базовые вычисления в библиотеке TensorFlow, простые обучающиеся системы и их построение, полносвязные глубокие сети, прототипы и превращение прототипов в высококачественные модели, сверхточные нейронные сети и обработка изображений, рекуррентные нейронные сети и наборы естественно-языковых данных, способы обучения с максимизацией подкрепления на примере известных игр, приемы тренинга глубоких сетей с помощью графических и тензорных процессоров.