Название: Build Mobile Apps with SwiftUI and Firebase: Learn SwiftUI and Firebase by Building Real-World Applications Communicating with a Backend
Автор: Sullivan De Carli
Издательство: Apress
Год: 2023
Страниц: 145
Язык: английский
Формат: pdf (true), epub
Размер: 18.3 MB

Create a mobile app for Apple platforms using SwiftUI in conjunction with Google’s Firebase backend to post and retrieve data, authenticate users, and store data securely. You’ll use SwiftUI to create an engaging and aesthetically appealing user interface that meets the expectations of iOS users while leveraging the power of Google’s Firebase to securely and seamlessly work with your backend data. With an intro to Xcode and SwiftUI, followed by tutorials on how build an app with Firestore, Firebase Storage, and the Authenticate framework, you'll find everything you need to build a complete iOS application. You’ll begin with an introduction to Firebase and an overview of how to use Xcode and write code in SwiftUI. Then dive into two real-life projects where you'll build a note application and a social media application. With these projects, you'll see how to post, read, edit, and delete data using Firestore. You'll also upload large assets, such as pictures, to Firebase Storage, and we will also authenticate users with email and Sign in with Apple. On the backend, you'll learn how to structure our data, secure it, and also use third-party extensions to enhance the user experience.

Название: Метаобучение. Применение в AutoML и науке о данных
Автор: Павел Браздил, Ян ван Рейн, Карлос Соарес
Издательство: ДМК-Пресс
Год: 2023
Страниц: 432
Язык: русский
Формат: pdf
Размер: 11.6 MB

Метаобучение – одна из самых быстрорастущих областей исследований в области машинного обучения (МО) – изучает методы получения эффективных моделей и решений путем адаптации процессов МО и интеллектуального анализа данных. Для адаптации обычно применяют информацию из опыта решения других задач, а адаптивные процессы могут использовать подходы МО. AutoML занимается автоматизацией процессов машинного обучения и является очень актуальной темой, напрямую связанной с метаобучением. Метаобучение и AutoML помогают искусственному интеллекту научиться выбирать наиболее подходящие методы самообучения и быстрее находить новые решения без вмешательства пользователя. Издание адресовано исследователям в области машинного обучения, интеллектуального анализа данных и искусственного интеллекта, а также может быть полезно студентам и аспирантам.

Название: Python для финансистов. Базовые концепции
Автор: Ив Хилпиш
Издательство: Питер
Год: 2023
Страниц: 208
Язык: русский
Формат: pdf
Размер: 10.1 MB

Программирование, математика и финансы неразрывно связаны между собой. Ив Хилпиш, автор бестселлера «Python для финансовых расчетов», объясняет базовые концепции и дает в ваши руки все необходимые инструменты для работы в мире финансовой инженерии. Эта книга обучает финансам и языку программирования Python с нуля. Сейчас финансы и программирование — тесно переплетенные дисциплины, а Python — один из наиболее часто используемых в финансовой отрасли языков программирования. Здесь комплексно изложены основы математики, финансов и программирования в понятном для обычных людей виде.

Название: Git Essentials: Developer's Guide to Git
Автор: Francois Dupire, David Landup
Издательство: StackAbuse
Год: 2021-2022
Страниц: 186
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Git Essentials is a book for for all developers, beginner to advanced, and written to get you up to speed with the world's most popular version control system. Git has become synonymous with VCSs and is expected to be in the wheelhouse of every developer as one of the most fundamental tools used to coordinate software development. Stop turning to Google every time you need to commit some code, create a feature branch, or tag a release. With this book, you'll actually learn Git instead of just memorize the commands. This book assumes no prior experience with Git, it applies to any operating system, and will work with any source files that can be version controlled. Throughout the book, we’ll be building a very simple project to help out with illustrating the workings of Git. The final state of that example can be found on GitHub, an immensely popular platform for hosting software engineering projects and version control using Git. We’ll be using Java to create a simple calculator, though, the exact same steps are applied to any type of file or language you’re using. Whether you’re writing a fantasy book and want to keep track of the changes, or you’re making software - Git applies to all in much the same way.

Название: Neural Text-to-Speech Synthesis
Автор: Xu Tan
Издательство: Springer
Серия: Artificial Intelligence: Foundations, Theory, and Algorithms
Год: 2023
Страниц: 214
Язык: английский
Формат: pdf (true)
Размер: 10.04 MB

Text-to-speech (TTS) synthesis is an Artificial Intelligence (AI) technique that renders a preferably naturally sounding speech given an arbitrary text. It is a key technological component in many important applications, including virtual assistants, AI-generated audiobooks, speech-to-speech translation, AI news reporters, audible driving guidance, and digital humans. In the past decade, we have observed significant progress made in TTS. These new developments are mainly attributed to Deep Learning techniques and are usually referred to as neural TTS. Many neural TTS systems have achieved human quality for the tasks they are designed for. This book first introduces the history of TTS technologies and overviews neural TTS, and provides preliminary knowledge on language and speech processing, neural networks and Deep Learning, and deep generative models.

Название: Digital Watermarking for Machine Learning Model: Techniques, Protocols and Applications
Автор: Lixin Fan, Chee Seng Chan, Qiang Yang
Издательство: Springer
Год: 2023
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Machine Learning (ML) models, especially large pretrained Deep Learning (DL) models, are of high economic value and must be properly protected with regard to intellectual property rights (IPR). Model watermarking methods are proposed to embed watermarks into the target model, so that, in the event it is stolen, the model’s owner can extract the pre-defined watermarks to assert ownership. Model watermarking methods adopt frequently used techniques like backdoor training, multi-task learning, decision boundary analysis etc. to generate secret conditions that constitute model watermarks or fingerprints only known to model owners. These methods have little or no effect on model performance, which makes them applicable to a wide variety of contexts. In terms of robustness, embedded watermarks must be robustly detectable against varying adversarial attacks that attempt to remove the watermarks. The efficacy of model watermarking methods is showcased in diverse applications including image classification, image generation, image captions, Natural Language Processing (NLP) and Reinforcement Learning.

Название: Artificial Intelligence for Smart Manufacturing: Methods, Applications, and Challenges
Автор: Kim Phuc Tran
Издательство: Springer
Год: 2023
Страниц: 271
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book provides readers with a comprehensive overview of the latest developments in the field of smart manufacturing, exploring theoretical research, technological advancements, and practical applications of AI approaches. With Industry 4.0 paving the way for intelligent systems and innovative technologies to enhance productivity and quality, the transition to Industry 5.0 has introduced a new concept known as Augmented Intelligence (AuI), combining Artificial Intelligence (AI) with Human Intelligence (HI).

Название: 60 ChatGPT Prompts for Data Science
Автор: Travis Tang
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf
Размер: 11.1 MB

The ChatGPT model is a large language model trained by OpenAI that is capable of generating human-like text. By providing it with a prompt, it can generate responses that continue the conversation or expand on the given prompt. In this book, you will find prompts that can be used with ChatGPT for data science purposes. It is curated by Travis Tang. To get started, simply use the prompts below as input for ChatGPT. Replace everything in [squarebrackets] with your own to achieve results specific to your use case.

Название: Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2
Автор: Satya Ranjan Dash, Himansu Das, Kuan-Ching Li
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Страниц: 260
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book discusses automated computing systems which are mostly powered by intelligent technologies like Artificial Intelligence, Machine Learning, image recognition, speech processing, cloud computing, etc., to perform complex automated tasks which are not possible by traditional computing systems. The chapters are extended version of research works presented at second PhD Research Symposium in various advanced technologies used in the field of Computer Science. This book provides an opportunity for the researchers to get ideas regarding the ongoing works that help them in formulating problems of their interest. The academicians can also be benefited to know about the current research trends that smooth the way to guide their students to carry out research work in the proper direction. The industry people will be also facilitated to know about the current advances in research work and materialize the research work into industrial applications.

Название: Visual Studio for Mac Succinctly
Автор: Alessandro Del Sole
Издательство: Syncfusion Inc.
Год: 2021
Страниц: 115
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

Visual Studio for Mac is an integrated development environment that can be used on macOS to build apps in C# and F# with a native user interface and tools tailored for macOS and for cross-platform development. Alessandro Del Sole provides a guide to this latest VS product, paying particular attention to the Integrated Development Environment, the workspace, and all the integrated tools you can leverage to build high-quality, professional applications for mobile devices and the web. Visual Studio for Mac Succinctly also includes an introduction to building apps with Xamarin and .NET Core and has been updated for the last version of the IDE. Visual Studio for Mac is the latest addition to the Microsoft Visual Studio family, and it allows you to reuse your existing development skills on macOS for cross-platform development. This chapter provides an introduction to Visual Studio for Mac, with an overview of the scenarios it best fits in and how to configure your Mac for development.