Название: Time Series Forecasting Using Generative AI: Leveraging AI for Precision Forecasting
Автор: Banglore Vijay Kumar Vishwas, Sri Ram Macharla
Издательство: Apress
Год: 2025
Страниц: 226
Язык: английский
Формат: pdf
Размер: 12.6 MB

"Time Series Forecasting Using Generative AI introduces readers to Generative Artificial Intelligence (Gen AI) in time series analysis, offering an essential exploration of cutting-edge forecasting methodologies." The book covers a wide range of topics, starting with an overview of Generative AI, where readers gain insights into the history and fundamentals of Gen AI with a brief introduction to large language models. The subsequent chapter explains practical applications, guiding readers through the implementation of diverse neural network architectures for time series analysis such as Multi-Layer Perceptrons (MLP), WaveNet, Temporal Convolutional Network (TCN), Bidirectional Temporal Convolutional Network (BiTCN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Deep AutoRegressive(DeepAR), and Neural Basis Expansion Analysis(NBEATS) using modern tools. We were looking for a resource that would equip us with the theoretical understanding of the models and practical implementation with Python sample code.

Название: The AI Revolution: How Technological Developments Affect the Audiovisual Sector
Автор: Antonio Baraybar-Fernández, Sandro Arrufat-Martín, Belén Díaz Díaz
Издательство: Springer
Год: 2025
Страниц: 111
Язык: английский
Формат: pdf (true), epub
Размер: 10.4 MB

This book presents an overview of the vast landscape of Artificial Intelligence (AI) in the media industry, more specifically in the audiovisual sector. Readers are guided through the fundamental pillars of AI, from Machine Learning algorithms to advanced neural networks, revealing the technological foundations that drive innovation in the field of communication and media. The possibilities of AI in this area are explored and discussed with real case studies. The book highlights not only the technological developments, but also the ethical dilemmas that arise. From privacy issues to equity in access to education, the book provides a comprehensive view of the challenges that must be addressed to ensure the ethical and sustainable development of Artificial Intelligence.

Название: Blue Fox: взлом и реверс-инжиниринг ARM
Автор: Мария Маркстедтер
Издательство: Питер
Год: 2025
Страниц: 448
Язык: русский
Формат: pdf
Размер: 52.5 MB

Пора разобраться с тем, что такое реверс-инжиниринг! Процессоры ARM используются в миллиардах устройств по всему миру — от смартфонов и планшетов до автомобильных систем и умных гаджетов. Реверс-инжиниринг — это процесс анализа чужого программного обеспечения или аппаратного устройства, позволяющий быстро разобраться в принципах работы. Без него сейчас не обойтись, именно этот навык позволяет разработчикам, инженерам и специалистам по инфобезу изучать новые технологии, выявлять уязвимости и создавать более безопасные и эффективные системы. В первой части книги вы познакомитесь с основами формата ELF, компиляции, архитектурой и инструкциями ARM, условным выполнением и потоками команд. Вторая часть будет особенно интересна реверс-инженерам, она посвящена инструментам статистического и динамического анализа, а также содержит пошаговые практические примеры. Книга завершается главой, посвященной анализу вредоносных программ на платформе macOS, что поможет расширить знания и навыки в области кибербезопасности.

Название: Python SymPy Tutorial for Beginners: A Beginner's Journey into Advanced Numerical Computation with Python
Автор: Ravi Prasad
Издательство: Independently published
Год: November 14, 2024
Страниц: 106
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Python SymPy Tutorial for Beginners: A Beginner's Journey into Advanced Numerical Computation with Python is an essential guide for those eager to master the powerful SymPy library in Python. This book offers a step-by-step approach to understanding symbolic mathematics and advanced numerical computations. Starting from the very basics, it gradually leads readers through key concepts, methods, and applications of SymPy, enabling them to perform algebraic manipulations, solve equations, and compute derivatives and integrals with ease. Ideal for beginners, this tutorial is designed to simplify complex topics, making them accessible to anyone with a foundational knowledge of Python programming. Whether you're a student, a researcher, or a developer looking to enhance your computational skills, this book will help you harness the full potential of SymPy in your work. With practical examples, detailed explanations, and clear illustrations, you will gain the confidence to solve real-world mathematical problems using Python.

Название: PyQt5 Programming Tutorial for Beginners: A Beginner’s Introduction to Desktop Application Development
Автор: Ravi Prasad
Издательство: Independently published
Год: November 13, 2024
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

"PyQt5 Programming Tutorial for Beginners: A Beginner’s Introduction to Desktop Application Development" is a comprehensive guide designed for individuals new to programming or those who want to dive into creating desktop applications using Python and PyQt5. This book covers everything from the basics of Python programming to advanced techniques for developing robust and user-friendly desktop interfaces. Whether you aim to create personal projects, improve your coding skills, or start a career in software development, this guide provides the foundation you need to develop modern, dynamic desktop applications with confidence. With clear explanations, sample code, and hands-on projects, PyQt5 Programming Tutorial for Beginners is the perfect start to mastering desktop application development in Python.

Название: Julia Quick Syntax Reference: A Pocket Guide for Data Science Programming, 2nd Edition
Автор: Antonello Lobianco
Издательство: Apress
Год: 2025
Страниц: 373
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Learn the Julia programming language as quickly as possible. This book is a must-have reference guide that presents the essential Julia syntax in a well-organized format, updated with the latest features of Julia’s APIs, libraries, and packages. This book provides an introduction that reveals basic Julia structures and syntax; discusses data types, control flow, functions, input/output, exceptions, metaprogramming, performance, and more. Additionally, you'll learn to interface Julia with other programming languages such as R for statistics or Python. At a more applied level, you will learn how to use Julia packages for data analysis, numerical optimization, symbolic computation, and machine learning, and how to present your results in dynamic documents. The Second Edition delves deeper into modules, environments, and parallelism in Julia. It covers random numbers, reproducibility in stochastic computations, and adds a section on probabilistic analysis. Finally, it provides forward-thinking introductions to AI and Machine Learning workflows using BetaML, including regression, classification, clustering, and more, with practical exercises and solutions for self-learners.

Название: Kotlin Made Simple: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 345
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book offers a comprehensive introduction to programming using Kotlin, presenting the language in a clear and methodical manner that is accessible to beginners. It begins with setting up the development environment and familiarizing readers with Kotlin’s modern features, ensuring that users can quickly get started with writing and executing their first programs. The content systematically progresses through fundamental topics such as syntax, data types, and control flow, before advancing to more complex subjects like object-oriented programming, exception handling, and concurrency. Each chapter is carefully designed to build upon previous concepts, providing detailed explanations and practical examples that reinforce best practices and enhance understanding.

Название: Node.js, Express, MongoDB и React. 23 урока для начинающих
Автор: Дронов В.А.
Издательство: БХВ-Петербург
Год: 2024
Страниц: 608
Язык: русский
Формат: pdf
Размер: 11.5 MB

В книге 23 урока, более 40 практических упражнений и заданий для самостоятельной работы. Даны основы программирования на Node.js: проекты и манифесты, установка дополнительных библиотек, импорт и экспорт. Описан серверный веб-фреймворк Express: работа с запросами и ответами, маршрутизация, шаблонизатор EJS, обработка пользовательских данных, статических файлов, валидация, сохранение выгруженных файлов, вывод сообщений об ошибках и разграничение доступа. Показана работа с СУБД MongoDB: запись и выборка данных, фильтрация, сортировка, применение моделей Mongoose. Рассказано о двухзвенных веб-приложениях, бэкендах и фронтендах. Рассмотрено программирование бэкендов средствами Express и фронтендов с применением клиентского веб-фреймворка React. Затронуты вопросы повышения производительности и защищенности веб приложений, ввод их в эксплуатацию.

Название: Silicon Valley Python Engineer Interview Guide: Data Structure, Algorithm, and System Design
Автор: Jianfeng Ren, Andric Li
Издательство: Springer
Год: 2025
Страниц: 481
Язык: английский
Формат: pdf (true), epub
Размер: 19.0 MB

Silicon Valley Python Interview Guide: Data Structures, Algorithms, and System Design is an essential resource for aspiring software engineers preparing for technical interviews at top-tier companies. This book provides a comprehensive roadmap, covering foundational concepts, practical coding techniques, and advanced problem-solving strategies to help candidates excel in interviews. With a focus on Python, the book equips readers with the skills to tackle challenging coding problems, design scalable systems, and communicate solutions effectively. In the first half, the book delves into core data structures (lists, stacks, queues, graphs, and trees) and algorithms (binary search, dynamic programming, DFS, BFS, and backtracking),offering practical examples and Python implementations. The latter half transitions to system design, including big data architectures, distributed systems, and Machine Learning workflows. Case studies on real-world applications like Tiny URL, autocomplete systems, and Chat GPT-like models provide hands-on insights. Whether you are an early-career engineer or an experienced professional, this guide is designed to enhance your preparation with real-world examples, tested code, and proven strategies.

Название: Building Personality-Driven Language Models: How Neurotic Is ChatGPT
Автор: Karol Przystalski, Jan K. Argasiński, Natalia Lipp, Dawid Pacholczyk
Издательство: Springer
Год: 2025
Страниц: 183
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book provides an innovative exploration into the realm of artificial intelligence (AI) by developing personalities for large language models (LLMs) using psychological principles. Aimed at making AI interactions feel more human-like, the book guides you through the process of applying psychological assessments to AIs, enabling them to exhibit traits such as extraversion, openness, and emotional stability. Perfect for developers, researchers, and entrepreneurs, this work merges psychology, philosophy, business, and cutting-edge computing to enhance how AIs understand and engage with humans across various industries like gaming and healthcare. The book not only unpacks the theoretical aspects of these advancements but also equips you with practical coding exercises and Python code examples, helping you create AI systems that are both innovative and relatable. Whether you're looking to deepen your understanding of AI personalities or integrate them into commercial applications, this book offers the tools and insights needed to pioneer this exciting frontier.