Litgu.ru - Литературный Гуру

Название: Google JAX Essentials: A quick practical learning of blazing-fast library for Machine Learning and Deep Learning projects
Автор: Mei Wong
Издательство: GitforGits
Год: 2023
Страниц: 225
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Google JAX Essentials" is a comprehensive guide designed for Machine Learning and Deep Learning professionals aiming to leverage the power and capabilities of Google's JAX library in their projects. Over the course of eight chapters, this book takes the reader from understanding the challenges of Deep Learning and numerical computations in the existing frameworks to the essentials of Google JAX, its functionalities, and how to leverage it in real-world Machine Learning and Deep Learning projects. The book starts by emphasizing the importance of numerical computing in ML and DL, demonstrating the limitations of standard libraries like NumPy, and introducing the solution offered by JAX. It then guides the reader through the installation of JAX on different computing environments like CPUs, GPUs, and TPUs, and its integration into existing ML and DL projects. The book details the advanced numerical operations and unique features of JAX, including JIT compilation, automatic differentiation, batched operations, and custom gradients.

Название: Mastering Postman: A Comprehensive Guide to Building End-to-End APIs with Testing, Integration and Automation
Автор: Oliver James
Издательство: GitforGits
Год: 2023
Страниц: 377
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Build, test, debug, document and publish APIs faster throughout the entire lifecycle". Mastering Postman" is the ultimate guide for anyone looking to streamline their API development process. Whether you're a seasoned developer or just starting, this book will take you through every step of the API lifecycle and equip you with the knowledge and tools to create better APIs faster. Starting with API design, the book covers the best practices for creating intuitive, easy-to-use, and scalable APIs. Before deploying, you'll learn how to use Postman to test your APIs thoroughly and ensure they're working as intended. The book then delves into API documentation and mocking, showing you how to create comprehensive documentation that's easy to understand and use. You'll also learn how to use Postman to mock your APIs, allowing you to test your code in a safe environment before deploying it to production. Focusing on Python, Flask, and jаvascript coding, "Mastering Postman" teaches you how to build powerful, efficient, and easy-to-use APIs. You'll also learn about implementing API governance, integration, publishing, and the Postman CLI in detail. Throughout the book, you'll find practical examples, real-world scenarios, and tips and tricks to help you become more productive and efficient as you work on your APIs.

Название: Chat GPT Bible - 10 Books in 1: Everything You Need to Know about AI and Its Applications to Improve Your Life, Boost Productivity, Earn Money, Advance Your Career, and Develop New Skills
Автор: Codi Byte
Издательство: Independently published
Год: 2023
Страниц: 403
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

The Most Complete Collection to Learning to Master AI. Are you struggling to keep up with the fast-paced advancements in Artificial Intelligence? Do you want to learn how to use AI to improve your life, boost productivity, earn money, advance your career, and develop new skills? If that’s your case, then keep reading! Introducing the "Chat GPT Bible - 10 Books in 1" by Codi Byte, the ultimate solution to mastering the potential of AI. Say goodbye to feeling overwhelmed and confused by the endless possibilities of AI. With our comprehensive guide, you will learn how to use Chat GPT to stimulate creativity, improve efficiency, assist in research, enhance education, and much more… Our Bible offers the quickest and most efficient learning method with clear explanations, practical examples, and step-by-step instructions for using Chat GPT in various fields. You'll find everything you need to know in a matter of minutes. Don't be left behind in the world of AI. With "Chat GPT Bible - 10 Books in 1" you'll gain essential skills that are in high demand in today's fast-paced business world. Code generation with ChatGPT involves using AI algorithms to automate the process of writing code. With this approach, developers can input a high-level description of the code they need, and the AI will generate the code for them. One way that ChatGPT can assist with code generation is by helping developers write more efficient and effective algorithms.

Название: Discrete Mathematics with Coding
Автор: Hugo D. Junghenn
Издательство: CRC Press
Год: 2024
Страниц: 548
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This book, for a first undergraduate course in Discrete Mathematics, systematically exploits the relationship between discrete mathematics and computer programming. Unlike most discrete mathematics texts focusing on one of the other, the book explores the rich and important connection between these two disciplines and shows how each discipline reinforces and enhances the other. The mathematics in the book is self-contained, requiring only a good background in precalculus and some mathematical maturity. New mathematical topics are introduced as needed. The coding language used is VBA Excel. The language is easy to learn, has intuitive commands, and the reader can develop interesting programs from the outset. Additionally, the spreadsheet platform in Excel makes for convenient and transparent data input and output and provides a powerful venue for complex data manipulation. Manipulating data is greatly simplified using spreadsheet features and visualizing the data can make programming and debugging easier.

Название: Shipping Go: Develop, deliver, discuss, design, and go again (Final)
Автор: Joel Holmes
Издательство: Manning Publications
Год: 2023
Страниц: 248
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Build and upgrade an automated software delivery pipeline that supports containerization, integration testing, semantic versioning, automated deployment, and more. An effective software delivery pipeline automates all stages, from initial design, through development, deployment, and ultimately the usage experience that feeds back into new features and releases. Go embraces the best practices of Continuous Delivery, and adds a few language-specific tools and twists of its own. Shipping Go shows you how to build Go-specific software development pipelines. You’ll have a basic CI/CD process up and running by the time you finish Chapter 3, along with an iterative process for designing, releasing, and revising your applications. Then, you’ll systematically upgrade your pipeline to support containerization, integration testing, semantic versioning, and automated deployment. A set of handy appendices help you translate these valuable practices to Kotlin, Python, and jаvascript applications. For Go developers.

Название: Programming Phoenix LiveView: Interactive Elixir Web Programming Without Writing Any jаvascript
Автор: Bruce A. Tate, Sophie DeBenedetto
Издательство: The Pragmatic Bookshelf, LLC
Год: March 21, 2023 (Version: B9.0)
Страниц: 412
Язык: английский
Формат: pdf (true), epub
Размер: 16.2 MB

The Phoenix team was able to build jаvascript features into LiveView that automate the process of changing a user interface on a socket connection. In LiveView, programmers would find a beautiful programming model based on tested concepts, and one that provided jаvascript infrastructure so developers didn’t need to write their own jаvascript. This book is for advanced beginners and intermediate programmers who want to build web applications using Phoenix LiveView. In it, you’ll learn the basic abstractions that make LiveView work, and you’ll explore techniques that help you organize your code into layers that make sense. We will try not to bore you with a tedious feature-by-feature march. Instead, we’ll help you grasp LiveView by building a nontrivial application together.

Название: Основы теории и алгоритмы на графах
Автор: Гданский Н.И.
Издательство: Инфра-М
Год: 2022
Страниц: 206
Язык: русский
Формат: pdf
Размер: 45.3 MB

В учебном пособии изложены основные теоретические положения теории графов, основные задачи, решаемые с использованием графовых структур, а также общие методы их решения и конкретные алгоритмы с оценками их сложности. Рассмотрено множество примеров, приведены вопросы для проверки уровня знаний и задачи для самостоятельного решения. Наряду с контрольными заданиями для проверки теоретической подготовки указаны варианты практических заданий на разработку программ по изучаемым разделам теории графов. Рассчитано на студентов бакалавриата и магистратуры, изучающих информационные технологии, для углубленной подготовки в области анализа и проектирования систем сложной структуры. Также пособие может быть полезно специалистам IT-сферы при изучении алгоритмических аспектов теории графов.

Название: Wind Power Analysis And Forecasting Using Machine Learning With Python
Автор: Vivian Siahaan, Rismon Hasiholan Sianipar
Издательство: Balige Publishing
Год: 2022
Страниц: 215
Язык: английский
Формат: epub
Размер: 19.1 MB

In this project on wind power analysis and forecasting using Machine Learning with Python, we started by exploring the dataset. We examined the available features and the target variable, which is the active power generated by wind turbines. The dataset likely contained information about various meteorological parameters and the corresponding active power measurements. To begin our analysis, we focused on the regression task of predicting the active power using regression algorithms. We split the dataset into training and testing sets and preprocessed the data by handling missing values and performing feature scaling. The preprocessing step ensured that the data was suitable for training Machine Learning models. Next, we trained several regression models on the preprocessed data. We utilized algorithms such as Linear Regression, Decision Tree Regression, Random Forest Regression, and Gradient Boosting Regression. Each model was trained on the training set and evaluated on the testing set using performance metrics like mean squared error (MSE) and R-squared score. After obtaining regression models for active power prediction, we shifted our focus to predicting categorized active power using Machine Learning models.

Название: Язык и среда программирования R
Автор(ы): Золотарюк А.В.
Издательство: Инфра-М
Год: 2022
Страниц: 163
Формат: PDF
Размер: 40 Мб
Язык: русский

Учебное пособие содержит весь необходимый объем знаний для работы с программной средой R, включая особенности интерфейса, применяемые операторы и функции, а также основы статического анализа полученных результатов.

Название: Elementary Dart and Flutter for Beginners
Автор: Sanjib Sinha
Издательство: Leanpub
Год: 2022-03-22
Страниц: 281
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

In Dart everything is Object. What does that mean actually? Let’s learn the important concepts. Are you planning to learn Flutter? Then learn the Dart Programming Language. At least, learn the important concepts in Dart. And the basics. It will help you to grasp the concepts of Flutter-Framework easily. We presume, you are a beginner. You have no coding background. But do not worry. We will start from the beginning. Let us learn the important concepts first. Firstly, Dart is an Object-Oriented-Programming Language. What does that mean? It means in Dart, everything is Object. The Dart Programming Language is a great fit for both – Mobile Apps and Web Apps. It is free and open source. Flutter is an Open-Source UI SDK developed by Google. The framework Flutter allows the development of iOS and Android applications. Since the Flutter uses Dart as the programming language, learning Dart helps us to learn the Flutter also. Dart is an Open-Source, programming language. It is easy to learn. Therefore we can learn Dart to build stable, and creates high-performance applications. This book serves as a good introduction to the Dart Programming Language.