Название: Emerging Metaverse XR and Video Multimedia Technologies: Modern Streaming and Multimedia Systems and Applications
Автор: Jong-Moon Chung
Издательство: Apress
Год: 2023
Страниц: 347
Язык: английский
Формат: pdf, epub
Размер: 28.1 MB

Improve the video multimedia services you work on or develop using tools from video service technologies such as Netflix, Disney+, YouTube, and Skype. This book introduces you to the core technologies that enable Metaverse XR (eXtended Reality) services and advanced video multimedia streaming services. First, you’ll find out about the current and future trends in Metaverse and video streaming services. XR is a combination of technologies that include MR, AR, VR, voice recognition systems, haptic and 3D-motion UIs, as well as head mounted displays) like Microsoft Hololens 2 and Oculus Quest 2. You'll review metaverse services XR applications and learn more about the core XR feature extraction technologies.

Название: Scaling Python with Ray: Adventures in Cloud and Serverless Patterns (Final Release)
Автор: Holden Karau, Boris Lublinsky
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 303
Язык: английский
Формат: epub (true), mobi
Размер: 10.1 MB

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you.

Название: An Introduction To C & GUI Programming, 2nd Edition
Автор: Simon Long
Издательство: Raspberry Pi Press
Год: 29 November 2022
Страниц: 156
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Freshly updated for GTK3, the 2nd edition of An Introduction to C & GUI Programming will teach you all you need to know to write simple programs in C and start creating GUIs, even if you’re an absolute beginner. The first half of the book is an introduction to C, and covers the basics of writing simple command-line programs. The second half shows how to use the GTK user interface toolkit with C to create feature-rich GUI applications which can be run on the desktop. C is a very versatile and widely used programming language. It has been used to write pretty much everything, from low-level routines to control the hardware in embedded microcontrollers to complete operating systems like Linux with graphical user interfaces.

Название: Designing and Developing Secure Azure Solutions
Автор: Michael Howard, Heinrich Gantenbein, Simone Curzi
Издательство: Microsoft Press/Pearson Education
Серия: Developer Best Practices
Год: 2023
Страниц: 528
Язык: английский
Формат: epub
Размер: 30.5 MB

Plan, build, and maintain highly secure Azure applications and workloads. As business-critical applications and workloads move to the Microsoft Azure cloud, they must stand up against dangerous new threats. That means you must build robust security into your designs, use proven best practices across the entire development lifecycle, and combine multiple Azure services to optimize security. Now, a team of leading Azure security experts shows how to do just that. Drawing on extensive experience securing Azure workloads, the authors present a practical tutorial for addressing immediate security challenges, and a definitive design reference to rely on for years. Learn how to make the most of the platform by integrating multiple Azure security technologies at the application and network layers taking you from design and development to testing, deployment, governance, and compliance.

Название: Optimization Algorithms for Distributed Machine Learning
Автор: Gauri Joshi
Издательство: Springer
Год: 2023
Страниц: 137
Язык: английский
Формат: pdf (true), epub
Размер: 19.9 MB

Stochastic gradient descent (SGD) is the backbone of supervised Machine Learning training today. Classical SGD was designed to be run on a single computing node, and its error convergence with respect to the number of iterations has been extensively analyzed and improved in optimization and learning theory literature. However, due to the massive training datasets and models used today, running SGD at a single node can be prohibitively slow. This calls for distributed implementations of SGD, where gradient computation and aggregation are split across multiple worker nodes. Although parallelism boosts the amount of data processed per iteration, it exposes SGD to unpredictable node slowdown and communication delays stemming from variability in the computing infrastructure. Thus, there is a critical need to make distributed SGD fast, yet robust to system variability. In this book, we will discuss state-of-the-art algorithms in large-scale Machine Learning that improve the scalability of distributed SGD via techniques such as asynchronous aggregation, local updates, quantization and decentralized consensus.

Название: Симулятор Machine Learning Engineer продвинутая практика
Автор: Валерий Бабушкин, Станислав Гафаров, Богдан Печёнкин
Издательство: Интернет-издание
Год: 2022
Формат: PDF
Страниц: 106
Размер: 108 Mb
Язык: Русский

Чему Вы научитесь: Строить дашборды и писать SQL запросы. Оценивать влияние моделей на показатели бизнеса с помощью A/B-тестов. Деплоить модели и создавать свои микросервисы для ML

Название: Prometheus: Up & Running, 2nd Edition (Third Early Release)
Автор: Julien Pivotto, Brian Brazil
Издательство: O’Reilly Media, Inc.
Год: 2022-11-28
Страниц: 370
Язык: английский
Формат: epub, mobi
Размер: 10.2 MB

Get up to speed with Prometheus, the metrics-based monitoring system used in production by tens of thousands of organizations. This updated second edition provides site reliability engineers, Kubernetes administrators, and software developers with a hands-on introduction to the most important aspects of Prometheus, including dashboarding and alerting, direct code instrumentation, and metric collection from third-party systems with exporters. Prometheus server maintainer Julien Pivotto and core developer Brian Brazil demonstrate how you can use Prometheus for application and infrastructure monitoring. This book guides you through Prometheus setup, the Node Exporter, and the Alertmanager, and then shows you how to use these tools for application and infrastructure monitoring.

Название: Winning the National Security AI Competition: A Practical Guide for Government and Industry Leaders
Автор: Chris Whitlock, Frank Strickland
Издательство: Apress
Год: 2023
Страниц: 242
Язык: английский
Формат: pdf, epub
Размер: 10.9 MB

Successfully identify, structure, and execute Artificial Intelligence (AI) programs and projects necessary for the nation to secure an advantage in a highly competitive space. Over eight chapters, this book conveys the principles and best practices needed by government and industry leaders at multiple levels. The book begins with a case for action and a differentiated way for AI leaders and their customers to think and communicate about AI. We then address the programming and budgeting elements of this challenge facing senior executives and program managers. For those engaged in actual AI work, the project and data science chapters cover the essential elements needed to guide teams and contribute effectively as a leader. Lastly the book covers critical enabling areas: leading data science practitioners and others on the AI team, and navigating technology choices through an understanding of the underlying technologies in the AI solution stack.

Название: Become A Ninja With Angular (v15.0.0)
Автор: Ninja Squad
Издательство: Ninja Squad
Год: 2022-11-16
Страниц: 328
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Книга "Стань ниндзя с Angular" поможет программистам понять философию Angular на практике (в настоящее время 15.0.0 ), новые инструменты (такие как ES2015, TypeScript, SystemJS, Webpack, Angular CLI ...) и каждую часть инфраструктуры. К концу чтения данного руководства вы сможете начать свой проект и создавать свои удивительные приложения!

Название: Explainable Artificial Intelligence in Medical Decision Support Systems
Автор: A. Lucky Imoize, Jude Hemanth, Dinh-Thuan Do, Samarendra Nath Sur
Издательство: The Institution of Engineering and Technology
Год: 2022
Страниц: 545
Язык: английский
Формат: pdf (true)
Размер: 27.3 MB

Medical decision support systems (MDSS) are computer-based programs that analyse data within a patient's healthcare records to provide questions, prompts, or reminders to assist clinicians at the point of care. Inputting a patient's data, symptoms, or current treatment regimens into an MDSS, clinicians are assisted with the identification or elimination of the most likely potential medical causes, which can enable faster discovery of a set of appropriate diagnoses or treatment plans. Explainable AI (XAI) is a "white box" model of Artificial Intelligence (AI) in which the results of the solution can be understood by the users, who can see an estimate of the weighted importance of each feature on the model's predictions, and understand how the different features interact to arrive at a specific decision. The healthcare sector is very interested in machine Learning (ML) and Artificial Intelligence (AI). Nevertheless, applying AI applications in scientific contexts is difficult due to explainability issues. Explainable AI (XAI) has been studied as a potential remedy for the problems with current AI methods.