Название: Semantic and Interactive Content-based Image Retrieval
Автор: Björn Barz
Издательство: Cuvillier
Год: 2020
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 22.4 MB

Content-based image retrieval (CBIR) aims for finding images in large databases such as the internet based on their content. Given an exemplary query image provided by the user, the retrieval system provides a ranked list of similar images. Most contemporary CBIR systems compare images solely by means of their visual similarity, i.e., the occurrence of similar textures and the composition of colors. However, visual similarity does not necessarily coincide with semantic similarity. The predominant technique for end-to-end learning are artificial neural networks (ANNs), which consist of a stack of several layers that apply a non-linear transformation to the output of the previous layer. When dealing with images, this transformation typically consists in a set of learned convolutions followed by a non-linear element-wise function. While the earlier layers typically encode low-level image features such as edges, the degree of abstraction increases from layer to layer. For this reason, end-to-end learning using ANNs is widely known as Deep Learning.

Название: The Practical Python: 100+ Practical Example Projects, 2nd Edition
Автор: Emenwa Global
Издательство: Gstevewall Academy
Год: 2021
Страниц: 188
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

The Practical Python Course is the most practical course you will find on the web today. In this course, rather than practicing rote memorization, students are actively problem-solving towards tangible goals. You will learn to build real-life desktop programs and you will become a programmer able to produce real-life Python programs.

Название: GPT-3: Building Innovative NLP Products Using Large Language Models (Second Early Release)
Автор: Sandra Kublik, Shubham Saboo
Издательство: O’Reilly Media, Inc.
Год: 2021-12-14
Язык: английский
Формат: pdf, epub
Размер: 14.5 MB

GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has powered a staggering number of applications that have now grown into full-fledged startups generating business value. This book will be a deep dive into what GPT-3 is, why it is important, what it can do, what has already been done with it, how to get access to it, and how one can build a GPT-3 powered product from scratch.

Название: Programming C# 10: Build Cloud, Web, and Desktop Applications (Early Release)
Автор: Ian Griffiths
Издательство: O’Reilly Media, Inc.
Год: 2021-12-23
Страниц: 411
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

C# is undeniably one of the most versatile programming languages available to engineers today. With this comprehensive guide, you'll learn just how powerful the combination of C# and .NET can be. Author Ian Griffiths guides you through C# 10.0 and .NET 6 fundamentals and techniques for building cloud, web, and desktop applications. The C# programming language (pronounced “see sharp”) is used for many kinds of applications, including websites, cloud-based systems, IoT devices, machine learning, desktop applications, embedded controllers, mobile apps, games, and command-line utilities. C#, along with the supporting runtime, libraries, and tools known collectively as .NET, has been center stage for Windows developers for over two decades.

Название: Основы DART
Автор: Чернышёв С.А.
Издательство: MADTeacher
Год: 2021
Страниц: 216
Язык: русский
Формат: pdf
Размер: 11.7 MB

Dart – объектно-ориентированный язык программирования с сильной статической типизацией и поддержкой обобщенного программирования (шаблоны/дженерики). Dart не поддерживает множественное наследование, то есть родителем производного класса может выступать только один базовый класс. В тоже самое время, как и в языке программирования Java или C# класс может реализовывать множество интерфейсов. По своему синтаксису Dart очень похож на семейство языков C (Си) – (C++, C#, Java, Kotlin и т. д.). Сейчас Dart – оптимизированный для клиентской части язык программирования, позволяющий вести разработку быстрых приложений на любой платформе. При этом он дает возможность использовать динамический тип в сочетании с проверками во время выполнения. Это особенно полезно при быстром прототипировании.

Название: Kotlin And Android: Learn To Architect And Develop Android Apps In The Kotlin Programming Language
Автор: Evelyn Strauch
Издательство: Amazon.com Services LLC
Год: 2021
Страниц: 223
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Android is a complete set of software for mobile devices such as tablet computers, notebooks, smartphones, electronic book readers, set-top boxes, etc. It contains a Linux-based Operating System, middleware, and key mobile applications. Kotlin has developed continuously, not only as a language but as a whole ecosystem with robust tooling. Now it's seamlessly integrated into Android Studio and is actively used by many companies for developing Android applications.

Название: Java Decaffeinated: The Simple Introduction to Java
Автор: Pranav Ramesh
Издательство: CodeSavant
Год: 2021
Страниц: 338
Язык: английский
Формат: pdf, mobi, epub
Размер: 10.2 MB

Java Decaffeinated is the essential guide to any aspiring programmer who wants to learn the fundamentals of Java. By the end of this book, you will be able to create working programs that solve various tasks. Java Decaffeinated discusses concepts that are not only important for Java, but for all object-oriented programming languages, and is a great resource for individuals of all ages. This book will set you on a path to becoming a successful programmer!

Название: Parallel And Distributed Computing
Автор: Ajit Singh
Издательство: Independently published
Год: 2021
Страниц: 269
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

This text is an introduction to the complex and emerging world of the Parallel and Distributed Computing. It helps you understand the principles and acquire the practical skills of MPI programming using the C/FORTAN programming language. My aim is for you to gain sufficient knowledge and experience to perform simple useful programming tasks using the best up-to-date techniques and so we hope for it to be the easiest book from which you can learn the basics of MPI programming. It helps you understand the principles, algorithm & implementation of Parallel and Distributed Computing. This book is emphatically focused on the concept. Understanding the fundamental ideas, principles, and techniques is the essence of a good programmer. Only well-designed code has a chance of becoming part of a correct, reliable, and maintainable parallel system.

Название: Funktionale Programmierung in Java: Eine umfassende Einführung
Автор: Herbert Prähofer
Издательство: dpunkt.verlag GmbH
Год: 2020
Страниц: 342
Язык: немецкий
Формат: pdf, epub
Размер: 10.1 MB

Mit der Version 8 erhielt die objektorientierte Programmiersprache Java die Möglichkeit, mit ihr funktional zu programmieren. Dieser Programmierstil hat seitdem bei Java-Entwicklern immer mehr an Popularität gewonnen, getrieben durch den Trend zu datenzentrierten Anwendungen und neueren Programmiersprachen, die funktionale Programmierung (z.B. Scala, Kotlin) einfach möglich machen. Das Buch richtet sich sowohl an Einsteiger in Java, die einen tieferen Einblick in die funktionale Seite der Sprache erhalten möchten, als auch an erfahrene Java-Entwickler, die ihre tägliche Arbeit um funktionale Aspekte erweitern möchten.

Название: Natural Language Processing in Artificial Intelligence ― NLPinAI 2021
Автор: Roussanka Loukanova
Издательство: Springer
Год: 2022
Страниц: 126
Язык: английский
Формат: pdf (true)
Размер: 10.16 MB

The book covers theoretical work, approaches, applications, and techniques for computational models of information, language, and reasoning. Computational and technological developments that incorporate natural language are proliferating. Adequate coverage of natural language processing in artificial intelligence encounters problems on developments of specialized computational approaches and algorithms. Many difficulties are due to ambiguities in natural language and dependency of interpretations on contexts and agents. Classical approaches proceed with relevant updates, and new developments emerge in theories of formal and natural languages, computational models of information and reasoning, and related computerized applications.