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Название: Python for Absolute Beginners: 4-Day Intensive Course
Автор: Klemens Nguyen
Издательство: Independently published
Год: February 18, 2024
Страниц: 145
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Dive into the world of Python programming with "Python for Absolute Beginners," the comprehensive guide designed to take you from the very basics of programming to deploying your own applications with confidence. Whether you're completely new to programming or looking to switch to Python from another language, this book is crafted to suit your learning pace and bolster your understanding of Python in a practical, engaging manner. Why Python, you might ask? Python is celebrated for its simplicity, versatility, and wide applicability in today's tech landscape, from web development and data analysis to Artificial Intelligence and beyond. "Python for Absolute Beginners" demystifies the complexities of programming, offering clear explanations, step-by-step tutorials, and a plethora of examples that illuminate the path to proficiency. The book seamlessly transitions from core concepts to more advanced topics, including error handling, debugging, object-oriented programming, and web development with Flask.

Название: Red Teaming AI: Attacking & Defending Intelligent Systems
Автор: Philip A. Dursey
Издательство: AI Security LLC
Серия: AI Security Book 1
Год: 2025
Страниц: 1126
Язык: английский
Формат: pdf, epub
Размер: 15.9 MB

Think like an adversary. Secure the future of AI. Red Teaming AI - Attacking & Defending Intelligent Systems is the 1126 page field manual that shows security teams, ML engineers, and tech leaders how to break - and then harden - modern AI. The Artificial Intelligence (AI) systems you build, deploy, or manage aren't just powerful tools; they represent a fundamentally new and dangerous frontier. While promising unprecedented capabilities, they also create elusive vulnerabilities that bypass traditional defenses, leading directly to potentially catastrophic outcomes. We'll start by demystifying core AI and Machine Learning (ML) concepts, focusing specifically on the aspects an AI red teamer must grasp to identify potential weaknesses. You'll see how integrating AI dramatically expands the traditional Attack Surface, creating new, often subtle, avenues for attackers – a challenge demanding systems thinking to fully appreciate the interconnected risks and potential cascading failures.

Название: Handbook of Deep Learning Models for Healthcare Data Processing: Disease Prediction, Analysis, and Applications
Автор: Ajay Kumar, Deepak Dembla, Seema Tinker, Surbhi Bhatia Khan
Издательство: CRC Press
Серия: Advancements in Intelligent and Sustainable Technologies and Systems
Год: 2026
Страниц: 310
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

In recent years, Deep Learning has shown great potential in transforming various fields including healthcare. With the abundance of healthcare data being generated every day, there is a pressing need to develop efficient algorithms that can process and analyze this data to improve patient care and treatment outcomes. Handbook of Deep Learning Models for Healthcare Data Processing: Disease Prediction, Analysis, and Applications covers a wide range of Deep Learning models, techniques, and applications in healthcare data processing, analysis, and disease prediction, providing a comprehensive overview of the field. It focuses on the practical application of Deep Learning models in healthcare and offers step-by-step instructions for building and deploying models and using real-world examples. The handbook discusses the potential future applications of Deep Learning models in healthcare, such as precision medicine, personalized treatment, and clinical decision support. It also addresses the ethical considerations associated with the use of Deep Learning models in healthcare, such as privacy, security, and bias. It provides technical details on Deep Learning models, including their architecture, training methods, and optimization techniques, making it useful for data scientists and researchers.

Название: GeoAI: Artificial Intelligence in GIS
Автор: Ismael Chivite, Nicholas Giner, Matt Artz
Издательство: Esri Press
Год: 2025
Страниц: 124
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Discover how organizations are powering greater automation, prediction, and optimization with GeoAI. GeoAI integrates Artificial Intelligence, or AI, with geospatial data, science, and technology to increase understanding and solve spatial problems. AI is the ability of computers to perform tasks that typically require some level of human intelligence and reasoning—through programming that continually adapts, infers patterns, generalizes, and improves output over time. We can use GeoAI for applications such as detecting and categorizing objects in imagery and lidar, identifying clusters and anomalies in data, and making predictions and forecasts. The intersection of GIS, AI, Machine Learning, and Deep Learning creates opportunities that weren’t available before. Understanding Python unlocks more capabilities in any GIS workflow, and Deep Learning is no exception. The Python API is a Python library for scripting workflows across the ArcGIS suite, including for GIS organization administration, content management, and spatial analysis/data science. Using the Python API library allows users to leverage some of the best open-source Machine Learning and Deep Learning libraries and seamlessly integrate them into the ArcGIS ecosystem. Another benefit of using the Python API is that it is designed for web-hosted features so you can work with hosted imagery and feature classes.

Название: Kickstart Compiler Design Fundamentals: Practical Techniques and Solutions for Compiler Design, Parsing, Optimization, and Code Generation
Автор: Sandeep Telkar R, Rajesh Yakkundimath, Likewin Thomas, Divyashree Mallarapu
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 739
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unveiling Compiler Secrets from Source to Execution. Compilers are the backbone of modern computing, enabling programming languages to power everything from web applications to high-performance systems. Kickstart Compiler Design Fundamentals is the perfect starting point for anyone eager to explore the world of compiler construction. This book takes a structured, beginner-friendly approach to demystifying core topics such as lexical analysis, syntax parsing, semantic analysis, and code optimization. The chapters follow a progressive learning path, beginning with the basics of function calls, memory management, and instruction selection. As you advance, you’ll dive into machine-independent optimizations, register allocation, instruction-level parallelism, and data flow analysis. This book serves as a comprehensive guide to compiler design, taking you from the fundamental concepts to the intricate workings of modern compilers. This book is ideal for students of BE, BTech, BCA, MCA, BS, MS and other undergraduate Computer Science courses, as well as software engineers, system programmers, and compiler enthusiasts looking to grasp the fundamentals of compiler design. A basic understanding of programming, data structures, and algorithms is recommended.

Название: Программирование для Android: Самоучитель
Автор: Денис Колисниченко
Издательство: БХВ-Петербург
Год: 2020
Cтраниц: 280
Формат: pdf
Размер: 12 мб
Язык: русский

Рассмотрены все основные аспекты создания приложений для платформы Android 9 (API 28): установка необходимого программного обеспечения, использование эмулятора Android, создание интерфейса пользователя, работа с графикой, воспроизведение звука и видео, методы хранения данных (в том числе СУБД SQLite), взаимодействие с аппаратными средствами мобильного устройства, отладка приложений и их публикация в магазине Google Play.

Название: Серия "Для профессионалов" в 124 книгах
Автор(ы): разные
Издательство: Питер
Год: 2003-2025
Страниц: 1000+
Формат: pdf, djvu
Размер: 2.6 Гб
Язык: русский

Серия «Для профессионалов» — книги по программированию, разработке сайтов, принципам работы с операционными системами, платформами для создания игр и приложений и т. п. Издания «Unity в действии», «UNIX. Профессиональное программирование», «Android. Программирование для профессионалов» и другие содержат подробную и актуальную информацию для профессиональных разработчиков приложений. В серии представлены руководства для системных администраторов, пособия по детальному изучению Linux, Windows и др. Создателям сайтов и техническим специалистам пригодится «WordPress для профессионалов».

Название: LLM Reliability: Performance, hallucinations, accuracy, and bias (MEAP v6)
Автор: Rush Shahani
Издательство: Manning Publications
Год: 2025
Страниц: 310
Язык: английский
Формат: pdf, epub
Размер: 14.2 MB

Tested strategies to reduce hallucinations, improve performance and cost efficiency, and reduce bias or unethical behavior in your LLMs outputs. LLM Reliability shows you exactly how to guide large language models from research prototypes to scalable, robust, and efficient production systems. From model training to maintenance, an engineer will find everything they need to work with LLMs in this one-stop guide. This book is written for developers, engineers, and data scientists who are ready to take their knowledge of Large Language Models (LLMs) beyond theory and into real-world, production-level applications. To get the most out of this book, it helps if you have a basic understanding of Python programming and some familiarity with LLMs like OpenAI and Claude. If you’re comfortable with LLM basics like hallucinations and prompting, you’re well-prepared to jump right in. Even if you’re newer to LLMs, this book is designed to build on foundational knowledge and guide you step-by-step toward successfully deploying LLMs in production environments. For data scientists or software engineers confident in Python and NLP.

Название: 3D Game Engine Development: Learn how to Build a Cross-Platform 3D Game Engine with C++ and OpenGL
Автор: Franc Pouhela
Издательство: Independently published
Год: 2024
Страниц: 713
Язык: английский
Формат: epub
Размер: 15.6 MB

Developing a custom game engine in today's landscape might raise eyebrows among many, as there's an abundance of really good free and open-source alternatives readily accessible. To challenge this prevailing wisdom might appear unconventional at best. However, I firmly believe that there are compelling reasons for you to explore this intricate world. In this book, you will embark on a journey to build a cross-platform 3D game engine from scratch using C++ and OpenGL. The adventure begins with setting up a versatile development environment and a robust build system, laying the foundation for the challenges that lie ahead. As the journey progresses, we venture into more advanced terrain, tackling the implementation of critical features such as graphics rendering, physics, scripting, serialization, etc. Finally, it culminates with the implementation of a graphical user interface to improve interaction with the engine's features and game creation.

Название: A Concise Introduction to Robot Programming with ROS 2, 2nd Edition
Автор: Francisco Martín Rico
Издательство: CRC Press
Год: 2025
Страниц: 256
Язык: английский
Формат: pdf (true), epub (true)
Размер: 23.8 MB, 10.1 MB

A Concise Introduction to Robot Programming with ROS2 provides the reader with the concepts and tools necessary to bring a robot to life through programming. It will equip the reader with the skills necessary to undertake projects with ROS2, the new version of ROS. It is not necessary to have previous experience with ROS2 as it will describe its concepts, tools, and methodologies from the beginning. This book will provide the skills necessary to undertake projects in ROS 2, the new version of ROS. It is unnecessary to have previous experience in ROS 2 since we will describe its concepts, tools, and methodologies from the beginning without the need for previous experience. We will assume average Linux and programming skills. We will use the two programming languages officially supported in ROS 2 (C++ and Python), which coincide with the languages most used in general in Robotics.