Название: TinyML. Книга рецептов. Искусственный интеллект и интегрированные устройства со сверхнизким энергопотреблением делают мир умнее
Автор: Джан Марко Йодиче
Издательство: ДМК Пресс
Год: 2023
Страниц: 300
Язык: русский
Формат: pdf
Размер: 29.7 MB

TinyML – технология, призванная расширить использование искусственного интеллекта за счет устройств с малым энергопотреблением, таких как микроконтроллеры. Прочитав эту книгу, вы сможете свободно использовать передовые практики и фреймворки ML в своей работе. Среди рассматриваемых тем: принципы программирования микроконтроллеров; основы развертывания приложений на Arduino Nano 33 BLE Sense и Raspberry Pi Pico; внедрение приложения, реагирующего на человеческий голос, с помощью Edge Impulse; использование трансфертного обучения для классификации внутренних помещений с помощью Arduino Nano 33 BLE Sense; создание приложения для распознавания жестов с помощью Raspberry Pi Pico; разработка модели CIFAR-10 для микроконтроллеров с ограниченным объемом памяти; запуск классификатора изображений на виртуальном Arm Ethos-U55 microNPU с microTVM. Эта книга о TinyML, быстрорастущей области на пересечении машинного обучения (ML) и встраиваемых систем, позволяющей искусственному интеллекту (ИИ) работать на устройствах на основе микроконтроллеров с чрезвычайно низким энергопотреблением.

Название: Эффективное тестирование программного обеспечения
Автор: Маурисио Аниче
Издательство: ДМК Пресс
Год: 2022
Страниц: 372
Язык: русский
Формат: pdf
Размер: 24.1 MB

В современной разработке программного обеспечения тестирование управляет проектированием, реализацией, развитием, обеспечением качества и развертыванием программных систем. Чтобы быть эффективным разработчиком, вы должны стать успешным тестировщиком программного обеспечения, и эта книга поможет вам в этом. Тестирование – это не что иное, как выполнение части программного обеспечения с целью увидеть, соответствует ли его поведение ожидаемому. Но тестирование – непростая задача. Его сложность становится очевидной, стоит только подумать о полном наборе тестов, которые необходимо спроектировать и выполнить. Какие из бесконечного множества возможных тестов следует написать? Достаточно ли полно протестирована система, чтобы ее можно было передать в промышленную эксплуатацию? Какие дополнительные тесты нужны и зачем? И если нужно изменить систему, то как настроить набор тестов, чтобы он способствовал, а не препятствовал будущим изменениям?

Название: Enterprise Transformation to Artificial Intelligence and the Metaverse: Strategies for the Technology Revolution
Автор: W. Kimmerly
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 296
Язык: английский
Формат: pdf, epub (true)
Размер: 15.7 MB

This book provides guidance on how organizations can respond effectively to a rapidly converging collection of advanced technologies, methods, and models often referred to as "the metaverse." The arrival of the metaverse will likely lead to one of the most disruptive eras in modern history. We will see our personal, social, professional, and business lives change just as dramatically as we experienced with the arrival of the personal computer, Internet, and smart phone. The book also discusses some of the most important metaverse technologies, concepts, and methods which are needed by organizational leaders to understand as they begin to map out their metaverse transformation plans. These discussions are followed by detailed chapters on the main elements of an effective enterprise transformation initiative, concluding with a detailed hypothetical case study that describes how such a transformation can be accomplished. The central purpose of the book is to help executives and other professionals in charting an effective course to the Metaverse. Metaverse technologies are emerging much more rapidly than most of us expected. Organizations around the world are being caught by surprise and are not sure how to react. We can see this clearly when we look at just one component of the Metaverse, Artificial Intelligence (AI). The explosive emergence in 2022 of generative AI capabilities, like ChatGPT, provides a stark preview of what lies ahead for organizations. AI could, within a decade, transform most processes used within companies, as well as the products and services they provide. Most workers, from executive management to the learned professional ranks, to the shop floor, will be affected.

Название: Certified Kubernetes Application Developer (CKAD) Exam Success Guide: Ace your career in Kubernetes development with CKAD certification
Автор: Sethumadhavan Kishore
Издательство: BPB Publications
Год: 2024
Страниц: 485
Язык: английский
Формат: pdf, epub
Размер: 45.6 MB

Learn all skills needed to be a Certified Kubernetes professional. Want to become a Certified Kubernetes Application Developer (CKAD)? If you're looking to take your Kubernetes skills to the next level, then you need this book. This comprehensive and easy-to-read guide is perfect for aspiring Kubernetes developers and seasoned professionals alike. It covers everything you need to know to confidently prepare for and pass the CKAD certification exam. It starts with the basics of Kubernetes, Docker, and Minikube, and then progresses to more advanced topics such as deployment strategies, pod design, networking, security, monitoring, volume, probes and more. It even includes two full scale mock exams to help you practice for the real CKAD exam. By the end of the book, you will have the knowledge and skills you need to excel in deploying and managing containerized applications in Kubernetes environments and should feel confident to appear for the CKAD exam. In th Chapter 1, we will learn how software development and deployment have changed over the years and also do a deep dive and try to understand the world of Cloud native technologies, Container, Docker and Kubernetes. We will also learn how to set up your Minikube. Minikube is a tool that allows you to run a single-node Kubernetes cluster locally on your own machine.

Название: Learning Advanced Python by Studying Open Source Projects
Автор: Rongpeng Li
Издательство: CRC Press
Серия: The Python Series
Год: 2024
Страниц: 139
Язык: английский
Формат: pdf (true), djvu, epub (true)
Размер: 13.6 MB

This book is one of its own kind. It is not an encyclopedia or a hands-on tutorial that traps readers in the tutorial hell. It is a distillation of just one common Python user’s learning experience. The experience is packaged with exceptional teaching techniques, careful dependence unraveling and, most importantly, passion. Learning Advanced Python by Studying Open Source Projects helps readers overcome the difficulty in their day-to-day tasks and seek insights from solutions in famous open source projects. Different from a technical manual, this book mixes the technical knowledge, real-world applications and more theoretical content, providing readers with a practical and engaging approach to learning Python. Throughout this book, readers will learn how to write Python code that is efficient, readable and maintainable, covering key topics such as data structures, algorithms, object-oriented programming and more. The author’s passion for Python shines through in this book, making it an enjoyable and inspiring read for both beginners and experienced programmers.

Название: UX Lifecycle: The Business Guide To Implementing Effective Software User Experiences
Автор: C. Howard, J. Baines
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 146
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

This book is for business leaders looking to build software that creates better business outcomes by delivering effective product experiences. Over the last decade one of the biggest trends in technology has been a growing appreciation for the User Experience (UX). UX Lifecycle provides a UX methodology framework for implementing continuous improvement within organizations. It will help to address the basics such as defining what UX is; the importance of research; how UX is a process and not a job title; and where business value comes from improving efficiency, effectiveness, and satisfaction. At the heart of the UX process is the most important stakeholder - the user. This book will help you create the business case, education, processes, skills, tools, and the philosophy to deliver effective and enjoyable user experiences. These in turn will drive success in the modern software-enabled organization.

Название: Hands-On System Design: Learn System Design, Scaling Applications, Software Development Design Patterns with Real Use-Cases
Автор: Harsh Kumar Ramchandani
Издательство: BPB Publications
Год: 2022
Страниц: 228
Язык: английский
Формат: pdf, epub (true)
Размер: 10.5 MB

The ultimate guide to ace your system designing interviews. Scaling software application is the focus of this book, which takes the reader on an in-depth journey. You'll have a better understanding of how to create a scalable, enterprise-level application after reading this guide. The book is primarily divided into three parts. The first part of the book contains five chapters that explain the fundamentals of system designing. It discusses various technologies like Cache memory, Messaging queues, Databases, etc. which are used to build modern-day scalable distributed systems. It also touches on some core networking concepts like the OSI model, important protocols like HTTP and REST architecture. Furthermore, different strategies to scale databases horizontally and vertically are also covered. In addition, an emphasis on different architectural styles – monolithic, service-oriented, and microservices is put to help a user understand the pros and cons of each one. Also, Object-oriented principles are discussed and explained with C++-style code snippets. The second part of the book takes the responsibility of explaining – how to start the system design in a practical way. It contains three chapters where the first chapter explains the various design patterns used in the industry with C++ style code snippets. It explains different behavioral, creational, and structural design patterns.

Название: Анализ медицинских изображений в Python
Автор: Ренат Алимбеков
Издательство: Интернет-издание
Год: 2023
Формат: PDF
Страниц: 36
Размер: 1 Mb
Язык: Русский

Область медицинской визуализации стала очень популярной в последние годы, но для новичков даже загрузка данных может быть проблемой. В этом мини курсе вы изучите основы анализа медицинских изображений с помощью Python. Вы будете изучать КТ и рентген снимки, сегментировать области изображения и проводить анализ метаданных. Даже если вы никогда раньше не работали с медицинскими изображениями, то по завершению курса вы будете обладать всеми необходимы навыками.

Название: The Rails and Hotwire Codex : Build an app for web, iOS, and Android
Автор: Ayush Newatia
Издательство: Leanpub
Год: 09.02.2023 (Version v1.0.4)
Страниц: 924
Язык: английский
Формат: pdf (true), epub
Размер: 45.9 MB

In 2022, building an app solely for web doesn't cut it any more. iOS and Android apps are essential for a successful SaaS product.Using Rails and Hotwire, it's possible to build a web app with accompanying hybrid mobile apps that don't suck.This book will teach you the skills to push Rails and Hotwire to the max. Hotwire provides the tools to build high-fidelity web apps without a monolithic front-end framework like React. It also gives us native extensions using which we can build iOS and Android wrappers for web apps, with the ability to go fully native when required. In this book, we’ll build an application for Web, iOS, and Android without losing our sanity!

Название: Logic: Reference Book for Computer Scientists: The 2nd Revised, Modified, and Enlarged Edition of “Logics for Computer and Data Sciences, and Artificial Intelligence”
Автор: Lech T. Polkowski
Издательство: Springer
Год: 2023
Страниц: 489
Язык: английский
Формат: pdf (true), epub
Размер: 33.0 MB

The book gives all interested in Computer Science, a deep review of relevant aspects of logic. In its scope are classical and non-classical logics. The content will be valid as well for those interested in linguistic, philosophy and many other areas of research both in humane and technical branches of science as logic permeates all genuine realms of science. The book contains a substantial part of classical results in logic like those by Godel, Tarski, Church and Rosser as well as later developments like many-valued logics, logics for knowledge engineering, first-order logics plus inductive definitions. The exposition is rigorous yet without unnecessary abstractionism, so it should be accessible to readers from many disciplines of science. Each chapter contains a problem section, and problems are borrowed from research publications which allows for passing additional information, and it allows readers to test their skills. Extensive bibliography of 270 positions directs readers to research works of importance. This book concentrates on the presentation of the basic domains of logic which have a great importance for the contemporary state of development of Computer Science (CS) and Artificial Intelligence (AI). This concerns, e.g., application of logic as a very important tool for expressing concepts on which different forms of reasoning can be performed, deep characterization of computational complexity of many different important problems in CS and AI as well as application of Boolean reasoning in different domains of CS and AI.