Название: Трехмерное глубокое обучение на Python. Разрабатывайте модели компьютерного зрения с использованием 3D-данных с помощью библиотеки PyTorch3D и других инструментов
Автор: Ксудонг Ма, Вишах Хегде, Лилит Йольан
Издательство: ДМК Пресс
Год: 2023
Страниц: 228
Язык: русский
Формат: pdf
Размер: 13,2 MB

Эта книга дает полное представление о современном трехмерном глубоком обучении и помогает разработчикам в области компьютерного зрения применить свои знания на практике. Благодаря этому практическому руководству по трехмерному глубокому обучению разработчики в области трехмерного компьютерного зрения смогут применить свои знания на практике. В данной книге представлен практический подход к реализации вычислительных решений в указанной области и связанных с ней методологий, которые помогут вам быстро начать работу и повысить продуктивность. Оснащенные пошаговыми объяснениями важных понятий, практическими примерами и вопросами для самопроверки, вы начнете с обследования передовых методов трехмерного глубокого обучения. Вы познакомитесь с базовой обработкой 3D-данных полигональной сетки и облака точек с помощью библиотеки PyTorch3D, такой как загрузка и сохранение файлов PLY и OBJ, проецирование 3D-точек на координаты камеры с использованием моделей перспективной камеры и ортографической камеры, отрисовка облаков точек и полигональных сеток на изображениях и т.д.

Название: Hands-on Guide to Apache Spark 3: Build Scalable Computing Engines for Batch and Stream Data Processing
Автор: Alfonso Antolínez García
Издательство: Apress
Год: 2023
Страниц: 404
Язык: английский
Формат: pdf (true), epub
Размер: 16.4 MB

This book explains how to scale Apache Spark 3 to handle massive amounts of data, either via batch or streaming processing. It covers how to use Spark’s structured APIs to perform complex data transformations and analyses you can use to implement end-to-end analytics workflows. This book covers Spark 3's new features, theoretical foundations, and application architecture. The first section introduces the Apache Spark ecosystem as a unified engine for large scale data analytics, and shows you how to run and fine-tune your first application in Spark. The second section centers on batch processing suited to end-of-cycle processing, and data ingestion through files and databases. It explains Spark DataFrame API as well as structured and unstructured data with Apache Spark. For data engineers, data analysts, Machine Learning engineers, Python and R programmers.

Название: Rust Mini Reference: A Quick Guide to the Rust Programming Language for Busy Coders: 5
Автор: Harry Yoon
Издательство: Coding Books Press
Год: 2023
Страниц: 372
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.2 MB

Learn the Core Concepts and Essential Grammar of the Rust Programming Language in One Book! The legend has it that Rust was born from C++ father and Haskell mother. Well, we just made that up. But, once you start using Rust, you will most likely agree with that statement. Rust was undoubtedly influenced by many different programming languages including imperative languages like C#, Go, and Python and functional languages like Lisp, F#, and Scala, among many others. But, Rust is ultimately a hybrid language built from C/C++ and OCaml/Haskell. If you are experienced with one or the other lineage, or both, then you will feel right at home with Rust. It will be pretty easy for you to learn and use. On the flip side, if you don’t have much experience with either side, then Rust will be a rather difficult language for you. You should ask yourself why you want to learn and use Rust before embarking on this (potentially long) journey of "oxidation". To put it bluntly, Rust is not for everyone.

Название: Typescript Mini Reference: A Quick Guide to the Typescript Programming Language for Busy Coders: 4
Автор: Harry Yoon
Издательство: Coding Books Press
Год: 2023
Страниц: 195
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Typescript is a better jаvascript, It is a statically typed, safe programming language, which uses more or less the same syntax as jаvascript. Typescript programs are compiled to jаvascript, and they can be run anywhere jаvascript is supported. It is widely used by professional jаvascript developers, for frontend development (e.g., Angular, React, and VueJS) as well as for backend development (e.g., Node.Js and Deno). This book is a "mini" language reference on the Typescript programming language. We go through all essential features of Typescript (as of versions 4.8 and 4.9), and some new ECMAScript features, in this book. Although it is written as a reference, however, you can read it more or less from beginning to end and you should be able to get the overall picture of the Typescript language if you have some prior experience with programming in Typescript or modern jаvascript (ES2015 and later).

Название: The Complete Coding Manual - 18th Edition, 2023
Автор: Papercut Ltd
Издательство: Papercut Ltd
Год: 2023
Страниц: 164
Язык: английский
Формат: pdf
Размер: 71.0 MB

Everything you do online, every time you power on your smart TV, whenever you use your in-car GPS, use your phone, play a game on a tablet, console or PC, it's all been coded by a group of people. All these ones and zeros are developed by those who have learned how to code, and with this book you too can learn how to get started on the road to becoming a programmer. We cover C++, Python, and Linux Scripting within these pages. There's a huge section of project ideas, type-in listings, and in-depth looks at how code works. But first, let's begin with a good foundation.

Название: .NET 7 for Jobseekers: Elevate your coding journey with .NET 7
Автор: Filipe Vilhena
Издательство: BPB Publications
Год: 2023
Страниц: 226
Язык: английский
Формат: epub
Размер: 80.4 MB

A comprehensive guide to learning .NET 7. .NET has transformed the landscape of software development with its versatility and widespread adoption. In today's competitive job market, mastering .NET provides a distinct advantage, regardless of your level of experience. This guide is an invaluable resource for individuals seeking proficiency in the latest version of the .NET framework. The book commences by covering the fundamental aspects of .NET, which includes an overview of the .NET environment, the evolution of the framework, and the latest features and libraries in .NET 7. The book then helps you acquire practical experience by creating a basic ‘Hello World’ program using Razor pages. Next, the book delves deeper into application design, explores essential topics like building views and controllers, performing comprehensive testing, and harnessing the power of .NET MAUI to develop cross-platform applications for iOS, Android, macOS, and Windows. Furthermore, the book discusses other important topics such as Blazor, desktop user interfaces, SignalR, and Orleans, and explains how to integrate databases through MVC. Lastly, it includes a section on frequently asked questions and answers you may encounter while working with .NET.

Название: Machine Learning for Education: Revolutionizing the way we learn and teach
Автор: Dr. Amit Dua, Sankha Das
Издательство: BPB Publications
Год: 2023
Страниц: 150
Язык: английский
Формат: epub
Размер: 64.8 MB

A guide to understand the basics of Machine Learning and its application in the field of education. "Machine Learning for Education" is a book that explores the application of Machine Learning techniques in the field of education. It covers a wide range of topics, including personalizing learning using Machine Learning, improving student outcomes, and optimizing educational resources. The book delves into various Machine Learning techniques such as supervised and unsupervised learning, deep learning, and reinforcement learning, and how they can be applied to different areas of education such as curriculum design, assessment, and student engagement. The book takes a novel approach to explain the applications of Machine Learning in education through relatable real-life examples, existing problems and proposing thought-provoking solutions to the same. At the end of each chapter, there are crossword puzzles, word grids, and comprehensive exercises designed to reinforce the concepts discussed in the chapter and ensure a thorough understanding.

Название: Next.js Cookbook: Learn how to build scalable and high-performance apps from scratch
Автор: Andrei Tazetdinov
Издательство: BPB Publications
Год: 2023
Страниц: 270
Язык: английский
Формат: epub
Размер: 73.8 MB

Practical solutions and proven recipes for building dynamic web applications with Next.js. Next.js is a powerful and flexible framework for building server-side rendered React applications. In this book, you will learn how to develop a full-stack ERP application from scratch to production using Next.js. The book will begin by covering the basics of Next.js, including setting up the environment and creating your first app. You will then learn how to use design patterns to optimize the application development process. Next, the book will help you get familiar with Next.js's server-side rendering capabilities by providing the knowledge and skills needed to leverage this powerful feature to improve the performance and user experience of your ERP application. You will also learn to manage the complex application state using Redux, as well as how to implement internal pages and create a CRUD system for user data. In addition, the book will help you perform end-to-end testing using Cypress and Playwright, and deploy your application to production using AWS Amplify. Lastly, you will learn how to optimize your web application for search engines, enabling better visibility and higher traffic to your website.

Название: Managing Machine Learning Projects: From design to deployment (Final Release)
Автор: Simon Thompson
Издательство: Manning Publications
Год: 2023
Страниц: 273
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

Guide machine learning projects from design to production with the techniques in this unique project management guide. No ML skills required! Managing Machine Learning Projects is an end-to-end guide for delivering machine learning applications on time and under budget. It lays out tools, approaches, and processes designed to handle the unique challenges of machine learning project management. You’ll follow an in-depth case study through a series of sprints and see how to put each technique into practice. The book’s strong consideration to data privacy, and community impact ensure your projects are ethical, compliant with global legislation, and avoid being exposed to failure from bias and other issues. Ferrying Machine Learning projects to production often feels like navigating uncharted waters. From accounting for large data resources to tracking and evaluating multiple models, machine learning technology has radically different requirements than traditional software. Never fear! This book lays out the unique practices you’ll need to ensure your projects succeed.

Название: Python How-To: 63 techniques to improve your Python code (Final Release)
Автор: Yong Cui
Издательство: Manning Publications
Год: 2023
Страниц: 506
Язык: английский
Формат: pdf (true)
Размер: 12.7 MB

Have you ever asked yourself, “How do I do that in Python?” If so, you’ll love this practical collection of the most important Python techniques. Python How-To walks you through the most important coding techniques in Python. Whether you’re doing data science, building web applications, or writing admin scripts, you’ll find answers to your “how-to” questions in this book. Inside you’ll find important insights into both Python basics and deep-dive topics to help you skill-up at any stage of your Python career. Author Yong Cui’s clear and practical writing is instantly accessible and makes it easy to take advantage of Python’s versatile tools and libraries. Perfect to be read both from cover to cover, and whenever you need help troubleshooting your code. Python How-To uses a simple but powerful method to lock in 63 core Python skills. You’ll start with a question, like “How do I find items in a sequence?” Next, you’ll see an example showing the basic solution in crystal-clear code. You’ll then explore interesting variations, such as finding substrings or identifying custom classes. Finally, you’ll practice with a challenge exercise before moving on to the next How-To.