Название: Building Generative AI Services with FastAPI: A Practical Approach to Developing Context Rich Generative AI Applications (5th Early Release)
Автор: Ali Parandeh
Издательство: O’Reilly Media, Inc.
Год: 2024-12-04
Страниц: 398
Язык: английский
Формат: epub
Размер: 23.0 MB

Ready to build applications using Generative AI? This practical book outlines the process necessary to design and build production grade AI services with a FastAPI web server that communicate seamlessly with databases, payment systems, and external APIs. You'll learn how to develop autonomous generative AI agents that stream outputs in real-time and interact with other models. Web developers, data scientists, and DevOps engineers will learn to implement end-to-end production-ready services that leverage Generative AI. You'll learn design patterns to manage software complexity, implement FastAPI lifespan for AI model integration, handle long-running generative tasks, perform content filtering, cache outputs, implement retrieval augmented generation (RAG) with a vector database, implement usage/cost monitoring and tracking, protect services with your own authentication and authorization mechanisms, and effectively control stream outputs directly from GenAI models.

Название: Introduction to Biometrics, 2nd Edition
Автор: Anil K. Jain, Arun A. Ross, Karthik Nandakumar, Thomas Swearingen
Издательство: Springer
Серия: Texts in Computer Science
Год: 2025
Страниц: 418
Язык: английский
Формат: pdf (true)
Размер: 33.2 MB

This textbook introduces the fundamental concepts and techniques used in biometric recognition to students, practitioners, and non-experts in the field. Specifically, the book describes key methodologies used for sensing, feature extraction, and matching of commonly used biometric modalities such as fingerprint, face, iris, and voice. In addition, it presents techniques for fusion of biometric information to meet stringent accuracy requirements, also discussing various security issues and associated remedies involved in the deployment of biometric systems. Biometric recognition, or simply biometrics, is the science and technology of establishing the identity of a person based on physical or behavioral attributes such as fingerprint, face, iris, and voice. By capturing these attributes using appropriately designed sensors, representing them in a digital format, and comparing this recorded data against the data acquired from the same person at an earlier time instance (enrollment), it is possible to automate the process of person recognition in real time. Thus, biometric recognition can be viewed as a Machine Learning problem, where the machine learns the salient features (patterns) in the biometric attributes of an individual and robustly matches such patterns efficiently and effectively with enrollment patterns.

Название: Программирование ядра Linux
Автор: Биллимориа К.
Издательство: ДМК Пресс
Год: 2025
Формат: PDF
Страниц: 750
Размер: 75 Mb
Язык: Русский

Данная книга представляет собой подробное введение в ядро Linux. Прочитав ее, вы получите достаточные теоретические знания о внутренних механизмах ядра и практические навыки написания кода модулей.

Название: Master Java With Ease: A Comprehensive Guide For Beginners To Learn The Fundamentals Of Java
Автор: Edwin Vazquez
Издательство: Reedsy
Год: 2024
Язык: английский
Формат: pdf
Размер: 19.1 MB

Unlock the Power of Java Programming - Your Comprehensive Guide to Mastering Java With Ease! Are you ready to dive into the world of programming? Look no further! "Master Java With Ease" is your ultimate companion on the journey to mastering Java programming effortlessly. Comprehensive Guide for Beginners: Designed for absolute beginners, this book offers a step-by-step approach to learning Java, starting from the basics and gradually progressing to more advanced topics. Solid Foundation in Java Fundamentals: With clear explanations and practical examples, you'll gain a solid understanding of Java's core concepts, including variables, data types, operators, and control flow statements. Practical Examples and Code Blocks: Dive into coding with confidence as you explore numerous code examples and hands-on exercises that reinforce your learning and help you apply what you've learned in real-world scenarios. Exploration of Object-Oriented Programming: Understand the principles of object-oriented programming (OOP) with in-depth coverage of classes, objects, inheritance, polymorphism, and encapsulation, laying the groundwork for building robust and scalable Java applications.

Название: Ultimate Web API Development with Django REST Framework: Build Robust and Secure Web APIs with Django REST Framework Using Test-Driven Development for Data Analysis and Management
Автор: Leonardo Luis Lazzaro
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 184
Язык: английский
Формат: epub
Размер: 10.1 MB

Mastering API development is crucial for building modern, scalable software solutions. Ultimate Web API Development with Django REST Framework is your comprehensive guide to achieving that mastery. This book will teach you how to create robust, secure, and efficient APIs using Django REST Framework and Test-Driven Development (TDD). You’ll start by learning the essentials of building and testing APIs, followed by developing simple APIs with effective testing practices. The book then takes a deep dive into Data Science, helping you understand data models, processing, and handling asynchronous tasks for efficient data management. You’ll also learn techniques for securing and scaling APIs, ensuring your applications are prepared for real-world demands. As you progress, you'll master documenting, optimizing, and deploying APIs for production environments. By the end of the book, you'll be equipped to create scalable, high-performance APIs that power data-driven applications, making you a valuable asset in any tech team. This book is thoughtfully structured to guide readers through mastering the Django REST Framework. It introduces Python enthusiasts to the foundations of web APIs and illustrates their practical use in real-world scenarios.

Название: Full Stack jаvascript Strategies: The Hidden Parts Every Mid-Level Developer Needs to Know
Автор: Milecia McGregor
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 480
Язык: английский
Формат: epub
Размер: 21.3 MB

As a working software developer, you know how to complete your tasks with solid code, whether it's on the frontend or backend. Now you're ready to move to the next level in your career, and you need to understand the subtle yet deep skills it takes to become a senior developer. This practical book shows you everything it takes to create a full-stack web application hosted on a cloud platform. Senior staff engineer Milecia McGregor helps you see how the whole system works and how senior developers arrive at technical decisions. You'll learn about design and development principles and when to apply them. You'll also discover strategies for working with different teams and understand how the product team makes its decisions.

Название: The Pocket Mentor for Video Game UX UI
Автор: Simon Brewer
Издательство: CRC Press
Год: 2025
Страниц: 195
Язык: английский
Формат: pdf (true), epub
Размер: 11.2 MB

Want to work in UI/UX in the video games industry? Then this is the book for you. This book provides all the essential information and guidance you need to understand the industry and get your foot on the ladder. This book provides those both familiar and unfamiliar with the wonderful world of UX and UI in video games with a concise but informative breakdown of the disciplines. It discusses the different career paths and how the role’s impact, responsibilities, and perceptions have evolved. This book covers everything, from the education you’ll need to searching and applying for jobs, and the interview process. It also includes advice on what to do once you’re in the role, with chapters covering best practices for UI/UX, how to set goals for future career progression, and interviews with top tips from experts in the industry. This book will be of great interest to all aspiring game developers looking to work in UI/UX and beginners looking to grow their careers.

Название: Software Engineering: Survival Guide
Автор: Roberto Monje Peinado
Издательство: Independently published
Год: 2024
Страниц: 228
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Software engineering involves applying engineering practices to building software products. To teach it, it is common to resort to detailed methodological processes and endless lists of all types of techniques. Learners get lost in a thicket of tools, activities, deliverables and standards. The trees don't let them see the forest. This book explains software engineering concisely, focusing on principles and not processes. It aims to highlight the essential and hide the accessory. You will not find long methodological explanations in this book. Excellence in software building does not rest on the methodology used to carry out the necessary activities, but on the proper understanding of the fundamentals of these activities. This book offers a more adaptive than predictive perspective, aligning it with the common and industry-accepted modern point of view. The predictive vision is presented in a historical manner, to help understand the motivation for current techniques and practices.

Название: Generalized Linear Models With Examples in R
Автор: Peter K. Dunn , Gordon K. Smyth
Издательство: Springer
Год выхода: 2018
Страниц: 573
Формат: PDF
Размер: 10,1 MB
Язык: английский

This textbook presents an introduction to generalized linear models, complete with real-world data sets and practice problems, making it applicable for both beginning and advanced students of applied statistics. Generalized linear models (GLMs) are powerful tools in applied statistics that extend the ideas of multiple linear regression and analysis of variance to include response variables that are not normally distributed. As such, GLMs can model a wide variety of data types including counts, proportions, and binary outcomes or positive quantities.

Название: Explainable Artificial Intelligence in Medical Imaging: Fundamentals and Applications
Автор: Amjad Rehman Khan, Tanzila Saba
Издательство: Auerbach Publications
Год выхода: 2025
Страниц: 268
Формат: ePUB, PDF
Размер: 23,1 MB
Язык: английский

Artificial intelligence (AI) in medicine is rising, and it holds tremendous potential for more accurate findings and novel solutions to complicated medical issues. Biomedical AI has potential, especially in the context of precision medicine, in the healthcare industry’s next phase of development and advancement. Integration of AI research into precision medicine is the future; however, the human component must always be considered.