Название: Fundamentals of Digital Forensics: A Guide to Theory, Research and Applications, 3rd Edition
Автор: Joakim Kävrestad, Marcus Birath, Nathan Clarke
Издательство: Springer
Серия: Texts in Computer Science
Год: 2024
Страниц: 292
Язык: английский
Формат: pdf (true), epub
Размер: 51.5 MB

This textbook describes the theory and methodology of digital forensic examinations, presenting examples developed in collaboration with police authorities to ensure relevance to real-world practice. The coverage includes discussions on forensic artifacts and constraints, as well as forensic tools used for law enforcement and in the corporate sector. Emphasis is placed on reinforcing sound forensic thinking, and gaining experience in common tasks through hands-on exercises. This enhanced third edition describes practical digital forensics with open-source tools and includes an outline of current challenges and research directions. This book begins with setting the stage for forensics examinations by discussing the theoretical foundation that the authors regard as relevant and important for the area. This section will introduce the reader to the areas of computer forensics and the forensic methodology as well as discuss how to find and interpret certain artifacts in a Windows environment. The book will then take a more practical focus and discuss the hows and whys about some key forensic concepts. Finally, the book will provide a section with information on how to find and interpret artifacts. It should at this point be noticed that the book does not, by far, cover every single case, question, or artifact. Practical examples are rather here to serve as demonstrations of how to implement a forensically sound way of examining digital evidence and use forensic tools. Windows 10 and 11 have been used for practical examples, and they are, unless otherwise stated, accurate for both of those versions of Windows.

Название: Django 5 для начинающих + Продвинутый Django 5 для продолжающих
Автор: Илья Перминов
Издательство: Stepik
Год: 2023
Формат: HTML
Страниц: много
Размер: 409 Mb
Язык: Русский

Этот курс проведет вас через весь процесс разработки профессиональных веб-приложений с помощью Django и Django REST Framework. Все лекции посвящены объяснению механизмов работы веб-фреймворка Django путем написания нескольких проектов на Python с нуля и последующим их деплоем на сервер. В курсе 118 задач и 108 тестов для закрепления и проверки знаний. Внимание, данный курс не содержит ни минуты видео!

Название: Ресурсно-эффективные компьютерные алгоритмы. Разработка и анализ
Автор: Ульянов М.В.
Издательство: М.: НАУКА, ФИЗМАТЛИТ
Год: 2007
Cтраниц: 376
Формат: pdf
Размер: 12 мб
Язык: русский

Разработка и анализ компьютерных алгоритмов — новая дисциплина, возникшая на стыке дискретной математики, программирования и классической теории алгоритмов, играющая важную роль в современных компьютерных технологиях. Для большинства практически значимых задач, решаемых сегодня с использованием компьютеров, существуют разнообразные алгоритмы их решения.

Название: Android Studio Iguana Essentials - Kotlin Edition
Автор: Neil Smyth
Издательство: Payload Media
Год: 2024 (Rev: 1.0)
Страниц: 1316
Язык: английский
Формат: epub (true)
Размер: 58.0 MB

Fully updated for Android Studio Iguana (2023.2.1) and the new UI, this book teaches you how to develop Android-based applications using the Kotlin programming language. The primary goals of the Kotlin language are to make code both concise and safe. Code is generally considered concise when it can be easily read and understood. Conciseness also plays a role when writing code, allowing code to be written more quickly and with greater efficiency. In terms of safety, Kotlin includes a number of features that improve the chances that potential problems will be identified when the code is being written instead of causing runtime crashes. This book begins with the basics and outlines how to set up an Android development and testing environment, followed by an introduction to programming in Kotlin, including data types, control flow, functions, lambdas, and object-oriented programming. Asynchronous programming using Kotlin coroutines and flow is also covered in detail.

Название: Societal Impacts of Artificial Intelligence and Machine Learning
Автор: Carlo Lipizzi
Издательство: Springer
Серия: Synthesis Lectures on Computer Science
Год: 2024
Страниц: 160
Язык: английский
Формат: pdf (true), epub
Размер: 22.0 MB

This book goes beyond the current hype of expectations generated by the news on Artificial Intelligence and Machine Learning by analyzing realistic expectations for society, its limitations, and possible future scenarios for the use of this technology in our current society. Artificial Intelligence is one of the top topics today and is inflating expectations beyond what the technology can do in the foreseeable future. The future cannot be predicted, but the future of some elements of our society, such as technology, can be estimated. This book merges the modeling of human reasoning with the power of AI technology allowing readers to make more informed decisions about their personal or financial decisions or just being more educated on current technologies. Algorithms are the root science of AI. With minimal exceptions, all the new algorithms are around more “powerful” versions of what is called “artificial neural networks” (ANN). Artificial Neural Networks are a type of Machine Learning algorithm that is modeled after the structure and function of the human brain. They comprise interconnected nodes, called artificial neurons, that process information and make decisions. ANNs are used to analyze patterns and make predictions from large sets of data.

Название: A Tutorial on Python for Finance
Автор: Mohammad Khanalizadeh
Издательство: Independently published
Год: 2024
Страниц: 262
Язык: английский
Формат: pdf
Размер: 19.1 MB

This book includes Python techniques for Data Science and finance. It explains matterials needed for financial analysis in a way that saves your time during learning, and drops unnecessary contents to make you focused on the topic.

Название: Ultimate Rust for Systems Programming: Master Core Programming for Architecting Secure and Reliable Software Systems with Rust and WebAssembly
Автор: Mahmoud Harmouch
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 672
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Building Tomorrow's Systems Today the Rust Way. This book is your guide to mastering Rust programming, equipping you with essential skills and insights for efficient system programming. It starts by introducing Rust's significance in the system programming domain and highlighting its advantages over traditional languages like C/C++. You'll then embark on a practical journey, setting up Rust on various platforms and configuring the development environment. From writing your first "Hello, World!" program to harness the power of Rust's package manager, Cargo, the book ensures a smooth initiation into the language. Delving deeper, the book covers foundational concepts, including variables, data types, control flow, functions, closures, and crucial memory management aspects like ownership, borrowing, and lifetimes. Special attention is given to Rust's strict memory safety guarantees, guiding you in writing secure code with the assistance of the borrow checker. By the end of this journey, you'll have a solid understanding of Rust and how it can be applied in system programming, making you well-equipped for real-world applications.

Название: Creating NPM Package: Your React jаvascript Guide to Create, Test, and Publish NPM Libraries
Автор: Oluwatobi Sofela
Издательство: CodeSweetly
Серия: Creating NPM Package
Год: January 13, 2024
Страниц: 168
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Get this book if you want an effective way to learn how to create NPM packages. This comprehensive guidebook is your go-to resource for mastering the art of creating, testing, and publishing NPM libraries in the React jаvascript ecosystem. You do not need to have any prior knowledge of publishing packages. This beginner-friendly book takes you from zero to creating, testing, and publishing NPM packages like a pro. It uses a scalable project to explain the fundamentals of building and managing NPM packages from scratch. Elevate your skills and become a proficient NPM package developer with this invaluable guide. Start building and sharing your React.js components today! Prerequisite: Familiarity with Git, GitHub, React, and jаvascript will help you learn NPM package publishing better. So, to be better prepared for this book’s content, it’s best to be familiar with the elementary aspects of those tools.

Название: Practical AI Strategies: Engaging with Generative AI in Education
Автор: Leon Furze
Издательство: Amba Press
Год: 2024
Страниц: 198
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Amid the discourse surrounding the controversial role of generative AI in education, Practical AI Strategies goes beyond the hype to explore the opportunities and challenges of the technology in K-tertiary education. The book looks past individual applications to explore the broader landscape of generative AI, offering educators invaluable insights into its workings and ethical considerations. Divided into six parts, Practical AI Strategies guides readers through the construction and ethics of generative AI technologies, navigates policy landscapes and provides practical strategies for using these technologies in education. Detailed sections on text and image generation provide a solid foundation for using generative AI, and prepare educators for multimodal technologies on the near horizon including video, audio and 3D generation. Generative artificial intelligence (GenAI) is a subfield of AI in which ML is applied to large datasets in order to learn ways to generate new data. That data might be in the form of text, code, images, audio or anything else that can be turned into machine-readable content. In practice, that means that GenAI models are multimodal and can both read and create data in a variety of modes, such as text generation, audio (like speech-to-text), and even video and 3D assets. Right now, you can use GitHub Copilot (owned by Microsoft), ChatGPT, Google’s Bard chatbot and a variety of other LLM-based applications to generate – and in some cases execute – code in many languages. Programming languages like Python, HTML, CSS, jаvascript and C++ can all be generated with these models, meaning you can theoretically build applications, plugins, websites and all manner of software even with very low levels of technical understanding.

Название: Building Generative AI-Powered Apps: A Hands-on Guide for Developers
Автор: Aarushi Kansal
Издательство: Apress
Год: 2024
Страниц: 175
Язык: английский
Формат: pdf
Размер: 15.9 MB

Generative AI has gone beyond the responsibility of researchers and data scientists and is being used by production engineers. However, there is a lot of confusion where to get started when building an end-to-end app with generative AI. This book consolidates core models, frameworks, and tools into a single source of knowledge. By providing hands-on examples, the book takes you through the generative AI ecosystem to build applications for production. The book starts with a brief and accessible introduction to transformer models before delving into some of the most popular large language models and diffusions models (image generation). These models are the foundations of both AI and your potential new apps. You will then go through various tools available to work with these models, starting with Langchain, a framework to develop foundational models, which is the next building block you should grasp after understanding generative AI models. The next chapters cover databases, caching, monitoring, etc., which are the topics necessary to build larger-scale applications. Real-world examples using these models and tools are included. By the end of this book, you should be able to build end-to-end apps that are powered by generative AI.