Litgu.ru - Литературный Гуру

Название: The Birth of Computer Vision
Автор: James E. Dobson
Издательство: University of Minnesota Press
Год: 2023
Страниц: 215
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

A revealing genealogy of image-recognition techniques and technologies. Today’s most advanced neural networks and sophisticated image-analysis methods come from 1950s and ’60s Cold War culture—and many biases and ways of understanding the world from that era persist along with them. Aerial surveillance and reconnaissance shaped all of the technologies that we now refer to as computer vision, including facial recognition. The Birth of Computer Vision uncovers these histories and finds connections between the algorithms, people, and politics at the core of automating perception today. Computer vision methods are often paired with Machine Learning and Artificial Intelligence algorithms because they were developed and articulated alongside each other. What we now recognize as computer vision applications informed the design of many popular and important Machine Learning algorithms. OpenCV is at present one of the core enabling technologies for computer vision. It is the foundation on which innumerable applications are built.

Название: Building "Hidden Objects" Browser Games : Codeless Game Construction using Construct2 & Construct3
Автор: Stephen Gose
Издательство: Leanpub
Год: 2023-02-06
Страниц: 223
Язык: английский
Формат: pdf (true), epub + Extras
Размер: 82.7 MB

Quickly learn how to create 19 online games using Construct2 or Construct3. This student's workbook is tailored for both the novice and advanced game designers Workshop attendees. Use these lessons to build 17+ Construct games from this single Game Mechanics. Instructor package includes presentation slide, online course access and Instructor guide. This book is a “workshop guide” to Construct, and an intermediate-level guide to HTML5, CSS, WebSockets, efficient jаvascript programming fundamentals, and game design’s “best practices”. (see Appendix: “JS OLOO for Modern Game Development Method”) I assume you (the reader) already know some of these technologies. If not, then a few hours spent on W3Schools can quickly remedy any deficiency and earn valuable certifications. The workshop instructor’s packaged edition includes PowerPoint slides and lecture notes. Discover how to create 19 "Seek and Find" online games using several methods from this "Code-less Game Design Workshop" course for the Hidden Objects Game Mechanics. When you finish this course, you will have a production pipeline to create as many different "Hidden Object" games as your imagination can dream of!

Название: Introduction to ChatGPT: An Overview of OpenAI's Cutting-Edge Language Model: Discovering the Possibilities of ChatGPT: An Overview of OpenAI's State-of-the-Art Language Model
Автор: Lionel Tchami
Издательство: Leanpub
Год: 2023-03-12
Язык: английский
Формат: pdf (true)
Размер: 36.7 MB

Discover the groundbreaking technology behind one of the most advanced language models in the world with "Introduction to ChatGPT." This ebook provides a comprehensive overview of OpenAI's ChatGPT, its capabilities, and its impact on the field of natural language processing. "Introduction to ChatGPT: An Overview of OpenAI's Cutting-Edge Language Model" is an informative and comprehensive guide to one of the most innovative developments in the field of Artificial Intelligence. Authored by experts in the field, this book is designed to introduce readers to the basics of ChatGPT, and provide a clear understanding of its workings and capabilities. ChatGPT is a state-of-the-art language model developed by OpenAI that uses deep learning techniques to understand and generate human-like responses to text-based communication. It is an advanced natural language processing (NLP) model that has been trained on vast amounts of data, making it capable of understanding the context and nuances of human language.

Название: Программирование на языке Python. Учебный курс
Автор: Роберт Седжвик, Кевин Уэйн, Роберт Дондеро
Издательство: Вильямс, Диалектика
Год: 2017
Формат: pdf/djvu
Страниц: 736
Размер: 22 Mb
Язык: русский

Любая научная или техническая дисциплина требует навыков программирования. Python - идеальный первый язык программирования, а эта книга - лучшее руководство по его изучению. Преподаватели Принстонского университета Роберт Седжвик, Кевин Уэйн и Роберт Дондеро написали доступный междисциплинарный учебный курс по программированию на языке Python, рассматривающий важные и реальные случаи его применения, а не абстрактные примеры.

Название: Simple and Efficient Programming with C#: Skills to Build Applications with Visual Studio and .NET, 2nd Edition
Автор: Vaskaran Sarcar
Издательство: Apress
Год: 2023
Страниц: 322
Язык: английский
Формат: pdf (True Retail Copy), epub (True)
Размер: 17.1 MB

Apply skills and approaches to your programming to build a real-world application in C# 11 using the latest editions of Visual Studio, C#, and Microsoft .NET. This revised edition is updated with C#11 and places more emphasis on the newly introduced top-level statements. Additionally, you will find useful techniques and an explanation of the differences between writing code in two different styles. It also covers the new templates introduced in .NET 6, along with usage of .NET 7 in Windows 10 to write code and generate output. Each chapter opens with an introduction and original application written in C# 10 so that you can jump right into coding. From there, you are guided through an expected output and taught best practices along the way. Author Vaskaran Sarcar emphasizes extending and maintaining the same program and he demonstrates examples for different scenarios to make your program more efficient and effective.

Название: Explainable Artificial Intelligence (XAI) in Manufacturing: Methodology, Tools, and Applications
Автор: Tin-Chih Toly Chen
Издательство: Springer
Год: 2023
Страниц: 110
Язык: английский
Формат: pdf (true), epub
Размер: 17.5 MB

This book provides a comprehensive overview of the latest developments in Explainable AI (XAI) and its applications in manufacturing. It covers the various methods, tools, and technologies that are being used to make AI more understandable and communicable for factory workers. With the increasing use of AI in manufacturing, there is a growing need to address the limitations of advanced AI methods that are difficult to understand or explain to those without a background in AI. This book addresses this need by providing a systematic review of the latest research and advancements in XAI specifically tailored for the manufacturing industry. Artificial Intelligence (AI) are technologies that enable computers to imitate human behavior. The computing speed, storage capacity, reliability, and interconnectivity of computers combined with human reasoning patterns give AI the ability to solve complex and large-scale problems. Explainable Artificial Intelligence (XAI) is a new trend in AI. We first introduce XAI tools for visualizing operations in ANNs (or DNNs), such as ConvNetJS, TensorFlow, Seq2Seq, and MATLAB, and then mention XAI techniques for evaluating the effect, contribution, or importance of each input on the output, including partial derivation, odd ratio, out-of-bag (OOB) predictor importance, recursive feature elimination (RFE), and SHAP.

Название: Изучаем Java EE 7
Автор: Гонсалвес Э.
Издательство: СПб.: Питер
Год: 2014
Cтраниц: 640
Формат: pdf
Размер: 12 мб
Язык: русский

Java Enterprise Edition (Java EE) остается одной из ведущих технологий и платформ на основе Java. Данная книга представляет собой логичное пошаговое руководство, в котором подробно описаны многие спецификации и эталонные реализации Java ЕЕ 7. Работа с ними продемонстрирована на практических примерах.

Название: Security and Privacy in Federated Learning
Автор: Shui Yu, Lei Cui
Издательство: Springer
Год: 2023
Страниц: 142
Язык: английский
Формат: pdf (true), epub
Размер: 16.2 MB

In this book, the authors highlight the latest research findings on the security and privacy of Federated Learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively. In general, Federated Learning (FL) is a branch of Deep Learning, which is a powerful tool to address various complex problems in the past decades. Google proposed Federated Learning as a variation of Deep Learning in order to address the privacy concern from data owners. Federated Learning (FL) is a big step for privacy protection in Machine Learning; however, it is not perfect. The Federated Learning framework allows learning participants to keep their data locally and download the training model from a central server or servers to execute a local training. The updates will be uploaded to the server(s) for a further aggregation for the next round of training until an acceptable global model is reached. Despite the advancement of its computing model, Federated Learning still faces many security and privacy challenges, which have attracted a lot of attention from academia and industry.

Название: Introduction to Machine Learning with Python
Автор: Deepti Chopra, Roopal Khurana
Издательство: Bentham Books
Год: 2023
Страниц: 139
Язык: английский
Формат: pdf (true), epub
Размер: 27.3 MB

Machine Learning is a subfield of Artificial Intelligence (AI), broadly defined as a machine's capability to imitate intelligent human behavior. Like humans, machines become capable of making intelligent decisions by learning from their past experiences. Machine Learning is being employed in many applications, including fraud detection and prevention, self-driving cars, recommendation systems, facial recognition technology, and intelligent computing. This book helps beginners learn the art and science of Machine Learning. It presens real-world examples that leverage the popular Python Machine Learning ecosystem. The topics covered in this book include Machine Learning basics: supervised and unsupervised learning, linear regression and logistic regression, Support Vector Machines (SVMs). It also delves into special topics such as neural networks, theory of generalisation, and bias and fairness in Machine Learning. After reading this book, Computer Science and engineering students - at college and university levels - will receive a complete understanding.

Название: Applied Numerical Methods Using MATLAB
Автор: R.V. Dukkipati, PhD
Издательство: Mercury Learning and Information
Год: 2023
Страниц: 1225
Язык: английский
Формат: pdf (true)
Размер: 14.5 MB

The book is designed to cover all major aspects of applied numerical methods, including numerical computations, solution of algebraic and transcendental equations, finite differences and interpolation, curve fitting, correlation and regression, numerical differentiation and integration, matrices and linear system of equations, numerical solution of ordinary differential equations, and numerical solution of partial differential equations. MATLAB is incorporated throughout the text and most of the problems are executed in MATLAB code. It uses a numerical problem-solving orientation with numerous examples, figures, and end of chapter exercises. Presentations are limited to very basic topics to serve as an introduction to more advanced topics.