Название: В поисках эффекта. Планирование экспериментов и причинный вывод в статистике
Автор: Хантингтон-Клейн Н.
Издательство: ДМК Пресс
Год: 2024
Формат: pdf
Страниц: 728
Размер: 12,70 Мб
Язык: русский

Эта книга посвящена стратегии поиска ответов на вопросы, в частности в области общественных наук, где данные наблюдений применяются для выявления причинного эффекта. Она состоит из двух частей, каждая из которых описывает разные подходы к задаче идентификации эффекта. Первая часть посвящена концепциям причинности с точки зрения наблюдаемого эффекта. Во второй части большое внимание уделяется процессам генерации данных и причинно-следственным диаграммам. Обсуждение идей подкреплено детальными иллюстрациями и пояснениями о том, что мы делаем с данными. Подробно раскрыта роль контрольных и инструментальных переменных в построении модели причинного вывода.

Название: Django for Beginners, 5th Edition: Build Modern Web Applications with Python
Автор: William S. Vincent
Издательство: Still River Press
Год: January 12, 2025
Страниц: 202
Язык: английский
Формат: epub
Размер: 12.7 MB

Build six real-world Django websites from scratch with authentication, content management systems, tests, permissions, and production-ready deployment. Django for Beginners is the fifth edition of the leading guide to building real-world web applications with Python. It takes a practical approach, introducing concepts through six projects designed to simulate real-world scenarios. From a Hello World website to a message board application, a blogging platform, and a newspaper CRM, you'll learn about Django's architecture and how to add new functionality step-by-step. Coverage includes best practices, enhanced testing, and a detailed deployment guide to ensure you're ready for real-world web development challenges. Django bills itself as “the web framework for perfectionists with deadlines,” an ode to its origins as a newspaper content management system (CMS) and its overriding approach of balancing features with practicality. From the beginning, Django was created for real-world developers who wanted a fast, elegant, and powerful way to build websites. Django is written in the wonderfully readable yet powerful Python programming language, arguably the most popular language in the world today.

Название: Alice and Bob Learn Secure Coding
Автор: Tanya Janca
Издательство: Wiley
Год: 2025
Страниц: 512
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the power of secure coding with this straightforward and approachable guide! Discover a game-changing resource that caters to developers of all levels with Alice and Bob Learn Secure Coding. With a refreshing approach, the book offers analogies, stories of the characters Alice and Bob, real-life examples, technical explanations and diagrams to break down intricate security concepts into digestible insights that you can apply right away. Explore secure coding in popular languages like Python, Java, jаvascript, and more, while gaining expertise in safeguarding frameworks such as Angular, .Net, and React. Uncover the secrets to combatting vulnerabilities by securing your code from the ground up! Alice and Bob Learn Secure Coding is designed for a diverse audience, including software developers of all levels, budding security engineers, software architects, and application security professionals. Immerse yourself in practical examples and concrete applications that will deepen your understanding and retention of critical security principles.

Название: Язык программирования Си для начинающих
Автор: Макогон, В. С.
Издательство: Астропринт
Год: 1993
Формат: pdf, djvu
Страниц: 97
Размер: 15,19 Мб
Язык: русский

Учебное пособие представляет собой курс программирования на языке Си для начинающих. Практическая направленность книги делает ее общедоступной. Автор не ставил перед собой цели создания полного и формального описания языка Си; основное внимание уделено ясности и доступности изложения. Приведено большое число детально разработанных примеров с решениями.

Название: Logic in Computer Science
Автор: Hantao Zhang, Jian Zhang
Издательство: Springer
Год: 2025
Страниц: 488
Язык: английский
Формат: pdf (true), epub
Размер: 28.8 MB

Mathematical logic is an important basis for mathematics, Computer Science and Artificial Intelligence (AI) alike. This book provides a comprehensive introduction to various logics, including classical propositional logic and first-order predicate logic, as well as equational logic, temporal logic, and Hoare logic. In addition, it presents proof procedures for classical logics and decision procedures for checking the satisfiability of logical formulas. The book assumes no background in logic. It presents logics as practical tools for solving various problems in Artificial Intelligence and formal verification. Accordingly, it is well suited for (junior and senior) undergraduate and graduate students majoring in Computer Science or mathematics. Each chapter has about a dozen or so exercises to help the reader understand the materials.

Название: Ensemble Methods: Foundations and Algorithms, 2nd Edition
Автор: Zhi-Hua Zhou
Издательство: CRC Press
Серия: Chapman & Hall/CRC Machine Learning & Pattern Recognition
Год: 2025
Страниц: 364
Язык: английский
Формат: pdf (true), epub
Размер: 28.5 MB

Ensemble methods that train multiple learners and then combine them to use, with Boosting and Bagging as representatives, are well-known Machine Learning approaches. It has become common sense that an ensemble is usually significantly more accurate than a single learner, and ensemble methods have already achieved great success in various real-world tasks. Twelve years have passed since the publication of the first edition of the book in 2012. Many significant advances in this field have been developed. First, many theoretical issues have been tackled, for example, the fundamental question of why AdaBoost seems resistant to overfitting gets addressed, so that now we understand much more about the essence of ensemble methods. Second, ensemble methods have been well developed in more Machine Learning fields, e.g., isolation forest in anomaly detection, so that now we have powerful ensemble methods for tasks beyond conventional supervised learning. Third, ensemble mechanisms have also been found helpful in emerging areas such as Deep Learning and online learning.

Название: Coding mit KI für Dummies / Программирование с ИИ для чайников
Автор: Chris Minnick
Издательство: Wiley-VCH GmbH
Год: 2025
Страниц: 422
Язык: немецкий
Формат: epub (true)
Размер: 53,5 MB

Von der Prozessautomatisierung über die Code-Optimierung bis hin zur Erledigung von Kernaufgaben wie Dokumentation, Debugging und Aktualisierung - künstliche Intelligenz hilft Ihnen dabei, sich auf den Kern Ihrer Entwicklungsarbeit zu konzentrieren. In diesem Buch lernen Sie die wichtigsten Plattformen kennen, die Sie beim Coding unterstützen können. Sie erfahren, welche Möglichkeiten und welche Grenzen die KI-Tools haben und wie Sie diese für Routineaufgaben einsetzen, um neuen Code zu schreiben und Ihre Codequalität zu verbessern. So behalten Sie den Kopf frei für die wichtigen Aufgaben.

Название: Encyclopedia of Cryptography, Security and Privacy, 3rd Edition
Автор: Sushil Jajodia, Pierangela Samarati, Moti Yung
Издательство: Springer
Год: 2025
Страниц: 2864
Язык: английский
Формат: pdf (true)
Размер: 65.7 MB

A rich stream of papers and many good books have been written on cryptography, security, and privacy, but most of them assume a scholarly reader who has the time to start at the beginning and work his way through the entire text. The goal of Encyclopedia of Cryptography, Security, and Privacy, Third Edition is to make important notions of cryptography, security, and privacy accessible to readers who have an interest in a particular concept related to these areas, but who lack the time to study one of the many books in these areas. Cryptography is the discipline of writing a message in ciphertext (Cryptosystem), usually by a translation from plaintext according to some (frequently changing) keytext, with the aim of protecting a secret from adversaries, interceptors, intruders, interlopers, eavesdroppers, opponents or simply attackers, opponents, and enemies. Professional cryptography protects not only the plaintext, but also the key and more generally tries to protect the whole cryptosystem.

Название: Clean Code With Java: Best practices 101
Автор: Aarav Joshi
Издательство: 101 Books
Год: December 18, 2024
Страниц: 379
Язык: английский
Формат: pdf
Размер: 29.1 MB

Clean code is the cornerstone of professional software development. It ensures that programs are not only functional but also maintainable, scalable, and easy to understand. Writing clean code goes beyond aesthetics; it’s about crafting solutions that can adapt to evolving requirements, empower collaboration, and minimize technical debt. Clean code leads to better performance, fewer bugs, and happier developers. Java, being one of the most widely used programming languages, is a prime candidate for clean coding techniques. Its robust object-oriented features and extensive ecosystem make it powerful but also susceptible to complexity. Clean coding in Java emphasizes principles like meaningful naming, single responsibility, proper encapsulation, and effective error handling, which together foster robust and scalable applications. This book is a comprehensive guide to writing clean, maintainable Java code. Drawing inspiration from best-selling works, it blends theory, real-world examples, and actionable tips, empowering developers to master the art of clean coding.

Название: Information Architecture and UX Design: The Integration of Information Spaces, Third Edition
Автор: Wei Ding, Xia Lin, Michael Zarro
Издательство: Springer
Год: 2025
Страниц: 175
Язык: английский
Формат: pdf (true), epub
Размер: 15.7 MB

This book explores integrated information spaces in the web context and beyond, with a focus on putting theories and principles into practice. The authors illustrate the heightened significance of Information Architecture (IA) and User Experience (UX) in industry and society. Building on foundational perspectives, the book explores advanced topics such as user research, the evolving role of Artificial Intelligence (AI), human information behaviors, and systems thinking. This Third Edition adopts a forward-looking approach to integrated web, social media, business tools, and more. Additionally, the book covers advancements in information technologies since the last release, including Generative AI and evolving IA/UX practices.