Название: Elements of Network Science: Theory, Methods and Applications in Stata, R and Python
Автор: Antonio Zinilli
Издательство: Springer
Серия: Statistics and Computing
Год: 2025
Страниц: 254
Язык: английский
Формат: pdf (true), epub
Размер: 45.1 MB

This book provides readers with a comprehensive guide to designing rigorous and effective network science tools using the statistical software platforms Stata, R, and Python. Network science offers a means to understand and analyze complex systems that involve various types of relationships. This text bridges the gap between theoretical understanding and practical application, making network science more accessible to a wide range of users. It presents the statistical models pertaining to individual network techniques, followed by empirical applications that use both built-in and user-written packages, and reveals the mathematical and statistical foundations of each model, along with demonstrations involving calculations and step-by-step code implementation. Each chapter includes real-world data applications from the social sciences, using at least one of the platforms Stata, R, and Python, providing a more comprehensive understanding of the availability of network science methods across different software platforms. The underlying computer code and data sets are available online.

Название: Data Structures and Algorithms using Python
Автор: Subrata Saha
Издательство: Cambridge University Press
Год: 2023
Страниц: 668
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Efficiently using data structures to collect, organise and retrieve information is one of the core abilities modern computer engineers are expected to have. This student-friendly textbook provides a complete view of data structures and algorithms using the Python programming language, striking a balance between theory and practical application. All major algorithms have been discussed and analysed in detail, and the corresponding codes in Python have been provided. Diagrams and examples have been extensively used for better understanding. Running time complexities are also discussed for each algorithm, allowing the student to better understand how to select the appropriate one. This book is written to serve the purposes of a textbook for undergraduate courses of Computer Science and information technology and for undergraduate and postgraduate courses of computer application where data structure is one of the subjects in the syllabus. In this book different data structures and algorithms are discussed in a lucid manner so that students can understand the concept easily.

Название: Создание фронтенд-фреймворка с нуля
Автор: Анхель Сола Орбайсета
Издательство: Питер
Год: 2025
Страниц: 384
Язык: русский
Формат: pdf
Размер: 25.3 MB

Мы используем фронтенд-фреймворки каждый день, но вряд ли действительно понимаем, что происходит там, под капотом. Создание своего фреймворка — отличный способ узнать, как он работает с DOM, генерирует представления страниц, передает данные между компонентами и взаимодействует с операционной системой. Шаг за шагом мы будем создавать собственный фреймворк на jаvascript и опубликуем его как npm-пакет. Пора разобраться, как работает современный фреймворк, научиться управлять состоянием компонентов и их жизненным циклом, работать с виртуальным DOM и использовать алгоритмы согласования для эффективного обновления HTML. Все ключевые концепции изложены простым языком и сопровождаются схемами. Многие концепции заимствованы из React, Svelte, Angular и других известных инструментов. Книга предполагает, что у вас есть базовое понимание jаvascript и HTML, а также некоторый опыт использования фронтенд-фреймворков.

Название: Kotlin Handbook for Developers
Автор: Onyx Rose
Издательство: Independently published
Год: 2025
Страниц: 364
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Kotlin Handbook for Developers is your go-to guide for learning and understanding Kotlin, whether you're building Android apps, backend services, or simply want to write cleaner, more efficient code. This book offers a practical and structured approach to help you confidently use Kotlin in development. Designed for beginner to intermediate programmers, this handbook covers everything from core syntax and object-oriented principles to advanced topics like coroutines, functional programming, and Jetpack Compose. You'll find clear explanations, hands-on examples, and best practices throughout. Whether you're new to Kotlin or looking to level up your skills, this book provides a lasting reference you'll return to again and again. Build better apps. Write better code. Grow as a Kotlin developer.

Название: Cyber-Physical Systems for Innovating and Transforming Society 5.0
Автор: Tanupriya Choudhury, Abhijit Kumar, Ravi Tomar, S. Balamurugan, Ankit Vishnoi
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 228
Язык: английский
Формат: pdf (true), epub (true)
Размер: 60.5 MB, 15.6 MB

The book presents a suite of innovative tools to reshape society into an interconnected future where technology empowers humans to efficiently resolve pressing socio-economic issues while fostering inclusive growth. This book introduces a spectrum of pioneering advancements across various sectors within Society 5.0, all underpinned by cutting-edge technological innovations. It aims to deliver an exhaustive collection of contemporary concepts, practical applications, and groundbreaking implementations that have the potential to enhance diverse areas of society. Society 5.0 signifies human advancement and is distinguished by its unique synthesis of cyberspace with physical space. This integration harnesses data gathered via environmental sensors, processed by Artificial Intelligence (AI), to enhance real-world interactions. This volume encompasses an extensive array of scholarly works with detailed insights into fields such as image processing, natural language processing (NLP), computer vision, sentiment analysis, and analyses based on voice and gestures.

Название: Coding & Programming User Manual - 25th Edition, 2025
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2025
Страниц: 148
Язык: английский
Формат: pdf
Размер: 104.2 MB

Coding is everywhere. From your TV through to the International Space Station, you'll find millions of lines of code controlling and delivering the services that we take for granted. Behind all this code are the programmers who develop our digital world, using a multitude of different languages to weave the fabric of the Internet, operating systems, games and modern entertainment. We show you the fundamentals for Python, Linux, Raspberry Pi and C++, four of the most powerful languages in the world that are used by the likes of NASA, Microsoft, Apple and throughout the Internet. You will find ideas, concepts, tutorials, hints and projects that will take you from being a beginner to an advanced programmer able to form your own code. Your programming journey starts here...

Название: Feature Engineering for Modern Machine Learning with Scikit-Learn: Advanced Data Science and Practical Applications
Автор: Cuantum Technologies
Издательство: Cuantum Technologies
Серия: Advanced Data Analysis Series
Год: November 6, 2024
Страниц: 436
Язык: английский
Формат: True PDF, True EPUB
Размер: 20.3 MB

Unleash the Power of Feature Engineering for Cutting-Edge Machine Learning. Transform raw data into powerful features with Feature Engineering for Modern Machine Learning with Scikit-Learn: Advanced Data Science and Practical Applications. This essential guide takes you beyond the basics, teaching you how to create, optimize, and automate features that elevate Machine Learning (ML) models. With a focus on real-world applications and advanced techniques, this book equips data scientists, Machine Learning engineers, and analytics professionals with the skills to make impactful, data-driven decisions. This book aims to provide a practical and hands-on approach to starting with Mastering the Creative Power of AI. Whether you are a beginner without programming experience or an experienced programmer looking to expand your skills, this book is designed to help you develop your skills and build a solid foundation in Generative Deep Learning with Python.

Название: Основы написания bash-скриптов
Автор: Максим Иванов
Издательство: stepik
Год: 2025
Формат: PDF
Страниц: много
Размер: 12 Mb
Язык: Русский

На данном курсе мы последовательно рассмотрим основы написания скриптов на языке программирования Bash для одноимённой оболочки. Мы начнём с рассмотрения переменных и математических операций. Затем последовательно изучим условия, циклы, функции, поработаем со строками и массивами. Рассмотрим разные варианты получения данных от пользователя, а также узнаем об особенностях подстановок команд.

Название: Simple Golang Programming for Beginners
Автор: Terry T. Diaz
Издательство: Independently published
Год: 2025
Страниц: 408
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Are you struggling to find a programming language that's both powerful and easy to learn? It's a common frustration. You want to build amazing applications, but many languages feel complex, slow, or difficult to maintain. You spend more time wrestling with syntax and obscure errors than actually creating. This can leave you feeling discouraged, stuck, and unable to bring your ideas to life. You might even be wondering if programming is really for you. But what if there was a language that offered the simplicity of a dynamic language with the performance and reliability of a compiled one? A language that's used by industry giants like Google, and that's perfect for building everything from web servers to cloud infrastructure? "Simple Golang Programming for Beginners: Go Language Basics and Coding Essentials" provides the solution. This book is your clear and direct path to mastering the Go programming language, even if you're starting from scratch. We focus on building your skills systematically, with straightforward explanations and practical, hands-on exercises.

Название: PowerShell and C#: Mastering Cross-Platform Scripting and Automation
Автор: Laszlo Bocso
Издательство: Independently published
Год: November 28, 2024
Страниц: 696
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"PowerShell and C#: Mastering Cross-Platform Scripting and Automation" is the ultimate guide for IT professionals, system administrators, and developers looking to harness the combined power of PowerShell and C#. In today's fast-paced technological landscape, the ability to automate tasks, manage complex systems, and develop cross-platform applications is more crucial than ever. This comprehensive book bridges the gap between PowerShell's robust scripting capabilities and C#'s object-oriented programming prowess, providing readers with the skills to tackle a wide range of challenges in system administration, DevOps, cloud computing, and software development. In today’s rapidly evolving technological landscape, automation and cross-platform development have become indispensable skills for IT professionals, system administrators, and developers alike. PowerShell and C# stand at the forefront of these capabilities, offering powerful, versatile tools to streamline workflows, manage complex environments, and create robust applications. By combining the strengths of PowerShell’s task automation with C#’s object-oriented design, professionals are equipped to handle a wide range of challenges, from everyday scripting to enterprise-level software development.