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: Применение функций OpenCV в компьютерном зрении (60 примеров на Python)
Автор: Молодяков С.А.
Издательство: СПб.: Изд-во Политехн. ун-та
Год: 2022
Формат: pdf
Страниц: 296
Размер: 11 mb
Язык: русский

Излагаются вопросы обработки изображений с применением функций библиотеки OpenCV. Представлены 60 примеров программ, написанных на языке Python.
Примеры разделены на три уровня алгоритмов: простой низкоуровневой обработки изображений, сегментирования и высокоуровневой обработки (распознавания); а также обработки видео. Представленные примеры являются рабочими программами, которые написаны студентами высшей школы программной инженерии Санкт-Петербургского политехнического университета.
Монография предназначена для начинающих инженеров и специалистов в области проектирования и применения видеосистем для обработки изображений.
Примеры программ позволяют упростить изучение алгоритмов компьютерного зрения и функций библиотеки OpenCV, а также процесс экспериментирования над изображениями.

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.

Название: Algorithms, Humans, and Interactions: How Do Algorithms Interact with People? Designing Meaningful AI Experiences
Автор: Don Donghee Shin
Издательство: Routledge
Серия: Chapman & Hall/CRC Artificial Intelligence and Robotics Series
Год: 2023
Страниц: 217
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Algorithms are pervasive in our society, and we live and work with them and Artificial Intelligence (AI) – knowingly and unknowingly. This book presents current theories, techniques, methods, and various sociotechnical issues related to human–AI interaction. Tis book is a guide to understanding the dynamics of AI in human contexts by addressing some important questions: How do we ensure AI is used for our common good? How do humans and AI interact? How is AI shaping our understanding of ourselves and our societies? How do we bridge the gap between ethical considerations and practical realities to create responsible, reliable systems? Trough these questions, this book proposes a way to empower humans by enabling them to make choices about AI design, which allows them control over AI. Designing meaningful AI experiences has garnered great attention to address responsibility gaps and mitigate them by establishing conditions that enable the proper attribution of responsibility to humans.

Название: A Friendly Guide to Software Development: What You Should Know Without Being a Developer
Автор: Leticia Portella
Издательство: Apress
Год: 2023
Страниц: 312
Язык: английский
Формат: pdf (true), epub
Размер: 11.3 MB

Software is everywhere, but despite being so common and useful, it remains magical and mysterious to many. Still, more and more people are finding themselves working for tech companies, or with an array of software products, services, and tools. This can segregate those who understand tech from those that don’t. But it doesn’t have to be this way. This book aims to bring these two worlds closer together, allowing people to learn basic concepts of software development in a casual and straight-forward way. Assuming no previous technical knowledge, you’ll embark on a journey where you can understand and build a new software project from scratch until it is an advanced product with multiple users.

Название: App Development Using iOS iCloud: Incorporating CloudKit with Swift in Xcode
Автор: Shantanu Baruah, Shaurya Baruah
Издательство: Apress
Год: 2023
Страниц: 513
Язык: английский
Формат: pdf, epub
Размер: 12.8 MB

Create a professional looking app from start to finish that takes advantage of iCloud technology. Rather than working with Storyboarding for building your UI, you’ll use code to build professional looking screens. Using code is standard for professional developers to fit form factor alignment across multiple screen sizes and other design constraints. First, you’ll build a basic, functional UX screen. Then you’ll incorporate iCloud with CloudKit for data persistence and private, public, and shared databases. Here your code-drive UI design will expand out to developing professional looking screens with animation. You’ll also learn to work with reminder and notification boxes, sharing data between your users, and adding functionally for interaction with other Apps. Finally, you’ll tackle testing and using Test Flight before publishing your app to the App Store.

Название: D3 Modern Web Visualization: Exploratory Visualizations, Interactive Charts, 2D Web Graphics, and Data-Driven Visual Representations
Автор: Victor M Garcia Sanabria
Издательство: BPB Publications
Год: 2023
Страниц: 345
Язык: английский
Формат: epub
Размер: 10.2 MB

Picking the most appropriate tool is essential whenever you develop a dynamic chart online. D3.js is a clear winner here. The author of this book set out to delve deeply into the software engineering community's most widely used charting library. From data requests to scale and style, and even some experiment charts, you'll have a firm grasp on everything you need to know to create your charts. Even though the book covers the basics of D3.js from the beginning, it is not within the scope of the book to cover jаvascript fundamentals. Unfortunately, we would be diverting from the aim of the book if we had to stop to explain jаvascript and doing no one any favors. We will keep the code simple so that it is easy to follow, but if you get stuck at any point due to basics, please stop to check the part you do not know as well. So, it is clear that we are presuming some knowledge of jаvascript in order for you to be able to follow along.