Litgu.ru - Литературный Гуру

Название: Artificial Intelligence Technology
Автор: Huawei Technologies Co., Ltd.
Издательство: Springer
Год: 2023
Страниц: 308
Язык: английский
Формат: pdf (true), epub
Размер: 34.0 MB

This book aims to give our readers a basic outline of today’s research and technology developments on Artificial Intelligence (AI), help them to have a general understanding of this trend, and familiarize them with the current research hotspots, as well as part of the fundamental and common theories and methodologies that are widely accepted in AI research and application. This book is written in comprehensible and plain language, featuring clearly explained theories and concepts and extensive analysis and examples. Some of the traditional findings are skipped in narration on the premise of a relatively comprehensive introduction to the evolution of Artificial Intelligence technology. The book provides a detailed elaboration of the basic concepts of AI, Machine Learning (ML), as well as other relevant topics, including Deep Learning (DL), deep learning framework (TensorFlow), Huawei MindSpore AI development framework, Huawei Atlas computing platform, Huawei AI open platform for smart terminals, and Huawei CLOUD Enterprise Intelligence application platform.

Название: Technological and Business Fundamentals for Mobile App Development
Автор: Tamie Salter
Издательство: Springer
Год: 2022
Формат: True PDF
Страниц: 194
Размер: 10 Mb
Язык: English

This book is an essential introductory guide to the knowledge required to develop apps. Chapter by chapter it provides the core principles any person must understand in order to develop mobile applications. It outlines the fundamental skills and knowledge that business and computer science students need to either oversee the development of a mobile app or themselves undertake to develop a mobile app. This workbook will give a holistic overview of the initial stages that must be considered when endeavoring to develop a mobile app. This workbook breaks topics down into core, technical and non-technical. Looking at each topic from all three angles, the core knowledge required for UI, UI for the technical person and UI for the non-technical person.

Название: Learn Kubernetes & Docker - .NET Core, Java, Node.JS, PHP or Python
Автор: Arnaud Weil
Издательство: Leanpub
Год: 2020
Формат: PDF, MOBI
Страниц: 322
Размер: 12,9 Mb
Язык: English

This book is for anyone who needs to run software using Docker and orchestrate it on Kubernetes. Whether you’re a developer, a DevOps manager or a technician, this book should help you create Docker containers then plan and run them as Kubernetes workloads. I assume that you have no previous knowledge about containers or containers orchestration.

Название: Applied Time Series Analysis and Forecasting with Python
Автор: Changquan Huang, Alla Petukhina
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 377
Размер: 11,2 Mb
Язык: English

This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including ARMA, SARIMA, VAR, GARCH and state space and Markov switching models for (non)stationary, multivariate and financial time series, but also modern machine learning procedures and challenges for time series forecasting. Providing an organic combination of the principles of time series analysis and Python programming, it enables the reader to study methods and techniques and practice writing and running Python code at the same time.

Название: Introduction to Transformers for NLP
Автор: Shashank Mohan Jain
Издательство: Apress
Год: 2022
Формат: True PDF
Страниц: 169
Размер: 10 Mb
Язык: English

This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some basic Transformers examples using the Google colab engine. Then, it introduces the Hugging Face ecosystem and the different libraries and models provided by it. Moving forward, it explains language models such as Google BERT with some examples before providing a deep dive into Hugging Face API using different language models to address tasks such as sentence classification, sentiment analysis, summarization, and text generation.

Название: Quality Assessment of Visual Content
Автор: Ke Gu, Hongyan Liu, Chengxu Zhou
Издательство: Springer
Серия: Advances in Computer Vision and Pattern Recognition
Год: 2022
Страниц: 256
Язык: английский
Формат: pdf (true), epub
Размер: 45.9 MB

Image quality assessment (QA) is one of the basic techniques of image processing. It can evaluate the degree of image distortion by analyzing and studying the characteristics of images. In an image processing system, image QA plays an important role in system performance evaluation, algorithm analysis, and comparison. This book provides readers with a comprehensive review of image quality assessment technology, particularly applications on screen content images, 3D-synthesized images, sonar images, enhanced images, light-field images, VR images, and super-resolution images. It covers topics containing structural variation analysis, sparse reference information, multiscale natural scene statistical analysis, task and visual perception, contour degradation measurement, spatial angular measurement, local and global assessment metrics, and more. Researchers have designed many SR QA methods and introduced Deep Learning (DL) techniques to better achieve objective QA of SR images. In the following content, we will introduce two Deep Learning-based SR image QA methods based on learning cascade regression and specific loss functions. By combining Deep Learning technology, the model can establish a more robust mapping relationship between the multiple natural statistical features and the visual perception scores. The goal of this book is to facilitate the use of these image quality assessment algorithms by engineers and scientists from various disciplines, such as optics, electronics, math, photography techniques and computation techniques.

Название: Enabling Microservice Success: Managing Technical, Organizational, and Cultural Challenges (Early Release)
Автор: Sarah Wells
Издательство: O’Reilly Media, Inc.
Год: 2022-10-21
Язык: английский
Формат: epub, mobi
Размер: 10.3 MB

Microservices can be a very effective approach for delivering value to your organization and to your customers. If you get them right, microservices help you to move fast, making changes to small parts of your system hundreds of times a day. But get them wrong and microservices just make everything more complicated. In this book, technical strategist Sarah Wells provides practical, in-depth advice for moving to microservices. Having built her first microservices architecture in 2013 for the Financial Times, Sarah discusses the approaches you need to take from the start, and explains the potential traps most likely to trip you up. You'll also learn how to maintain the architecture as your systems mature while minimizing the time you spend on support and maintenance.

Название: Foundations of High-Performance React Applications
Автор: Thomas Hintz
Издательство: Leanpub
Год: 2021-05-09
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.3 MB

It can be hard to create high-performance React applications without having a firm understanding of the foundations. In this book you'll create your own version of React that will give you a deep insight into the performance of React itself. React performance can be a mystery. When your app performance degrades it isn't always clear where to look or how to fix the issue. Foundations of High-Performance React Applications is a mini-book exploring what makes React itself behave the way it does. Armed with this knowledge you will be better equipped to build your own high-performance React applications and correctly diagnose bottlenecks. This book is not intended to be an introduction to React or jаvascript. While it might be useful to beginners, this book assumes familiarity with both jаvascript and React. And while this book only specifically addresses React-DOM, the foundations apply equally to React-Native and other React implementations because they are all based on the same core React library and algorithms. The code in this book is clear and simple so as to best communicate the algorithms we’ll be exploring.

Название: Fundamentals of HTML, SVG, CSS and jаvascript for Data Visualisation
Автор: Peter Cook
Издательство: Leanpub
Год: 2022-10-17
Язык: английский
Формат: pdf (true), epub
Размер: 10.3 MB

Learn the fundamentals of HTML, SVG, CSS and jаvascript for building data visualisations on the web.Ideal if you're wanting to learn D3.js or you use Python and/or R and wish to get started with HTML, SVG, CSS and jаvascript. Straight to the point with lots of code examples. This book covers the fundamentals of HTML, SVG, CSS and jаvascript for visualising data. If you're wanting to learn D3.js (or other jаvascript visualisation libraries) and need to get up to speed with HTML, SVG, CSS and jаvascript, this book is ideal. It goes through the basics of these languages, and gives a good foundation for learning libraries such as D3.js. This book doesn’t assume prior knowledge of HTML, SVG, CSS and jаvascript but it’ll be helpful if you’ve some coding experience. Being familiar with a text editor (or IDE) will also be helpful. This book is an ideal foundation for D3 Start to Finish.

Название: Discrete Mathematics for Computer Science (2022)
Автор: Alexander Golovnev, Alexander S. Kulikov, Vladimir Podolskii
Издательство: Leanpub
Год: 2022-08-10
Страниц: 230
Язык: английский
Формат: pdf (true) + Code
Размер: 30.4 MB

This book supplements the DM for CS Specialization at Coursera and contains many interactive puzzles, autograded quizzes, and code snippets. They are intended to help you to discover important ideas in discrete mathematics on your own. By purchasing the book, you will get all updates of the book free of charge when they are released. The book contains material corresponding to the first two courses in the associated specialization at Coursera: Mathematical Thinking in Computer Science and Combinatorics and Probability. Future editions will cover the additional three courses: Graph Theory, Number Theory and Cryptography, and Delivery Problem. There are 300+ problems and 150+ code snippets in the book. Most of the problems come with solutions and 130+ of them are graded automatically (allowing you to check your solution immediately).