Название: Getting Started with Natural Language Processing (Final Release)
Автор: Ekaterina Kochmar
Издательство: Manning Publications
Год: 2022
Страниц: 458
Язык: английский
Формат: pdf (true)
Размер: 13.5 MB

Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. Getting Started with Natural Language Processing is an enjoyable and understandable guide that helps you engineer your first NLP algorithms. Your tutor is Dr. Ekaterina Kochmar, lecturer at the University of Bath, who has helped thousands of students take their first steps with NLP. Full of Python code and hands-on projects, each chapter provides a concrete example with practical techniques that you can put into practice right away. If you’re a beginner to NLP and want to upgrade your applications with functions and features like information extraction, user profiling, and automatic topic labeling, this is the book for you.

Название: Информационные технологии
Автор: Гохберг Г.С., Зафиевский А.В., Короткин А.А.
Издательство: Академия
Год: 2014
Формат: pdf
ISBN: 978-5-4468-0766-6
Размер: 47 мб
Качество: хорошее
Язык: русский

Изложены основы современных информационных технологий с использованием методов искусственного интеллекта. Приводятся принципы построения и примеры интеллектуальных информационных систем, а также процесс формирования баз знаний.

Название: Object Detection by Stereo Vision Images
Автор: R. Arokia Priya, Anupama V. Patil
Издательство: Wiley-Scrivener
Год: 2022
Страниц: 283
Язык: английский
Формат: pdf (true)
Размер: 49.86 MB

Since both theoretical and practical aspects of the developments in this field of research are explored, including recent state-of-the-art technologies and research opportunities in the area of object detection, this book will act as a good reference for practitioners, students, and researchers. Current state-of-the-art technologies have opened up new opportunities in research in the areas of object detection and recognition of digital images and videos, robotics, neural networks, Machine Learning (ML), stereo vision matching algorithms, soft computing, customer prediction, social media analysis, recommendation systems, and stereo vision. This book has been designed to provide directions for those interested in researching and developing intelligent applications to detect an object and estimate depth. In addition to focusing on the performance of the system using high-performance computing techniques, a technical overview of certain tools, languages, libraries, frameworks, and APIs for developing applications is also given. Feature Extraction Using Python. The feature is expressed in such a manner that it computes some of the object’s most significant characteristics as a function of one or more measurements, each of which defines some calculated attribute of an entity. Feature is a method for transforming raw data into numerical characteristics that may be processed while maintaining the integrity of the actual data set.

Название: Nature-Inspired Algorithms For Engineers and Scientists
Автор: Krishn Kumar Mishra
Издательство: CRC Press
Год: 2023
Страниц: 327
Язык: английский
Формат: pdf (true)
Размер: 20.8 MB

This comprehensive reference text discusses nature inspired algorithms and their applications. It presents the methodology to write new algorithms with the help of MATLAB programs and instructions for better understanding of concepts. It covers well-known algorithms including evolutionary algorithms, genetic algorithm, particle Swarm optimization and differential evolution, and recent approached including gray wolf optimization. A separate chapter discusses test case generation using techniques such as particle swarm optimization, genetic algorithm, and differential evolution algorithm.

Название: Kubernetes Patterns: Reusable Elements for Designing Cloud-Native Applications, 2nd Edition (Early Release)
Автор: Bilgin Ibryam, Roland Hub
Издательство: O’Reilly Media, Inc.
Год: 2022-09-01
Язык: английский
Формат: epub, mobi
Размер: 10.1 MB

The way developers design, build, and run software has changed significantly with the evolution of microservices and containers. These modern architectures offer new distributed primitives that require a different set of practices than many developers, tech leads, and architects are accustomed to. With this focused guide, Bilgin Ibryam and Roland HuÃ? provide common reusable patterns and principles for designing and implementing cloud native applications on Kubernetes.

Название: Spatial Sampling with R
Автор: Dick J. Brus
Издательство: CRC Press
Серия: The R Series
Год: 2022
Страниц: 549
Язык: английский
Формат: pdf (true)
Размер: 22.3 MB

Scientific research often starts with data collection. However, many researchers pay insufficient attention to this first step in their research. The author, researcher at Wageningen University and Research, often had to conclude that the data collected by fellow researchers were suboptimal, or in some cases even unsuitable for their aim. One reason is that sampling is frequently overlooked in statistics courses. Another reason is the lack of practical textbooks on sampling. Numerous books have been published on the statistical analysis and modelling of data using R, but to date no book has been published in this series on how these data can best be collected. This book fills this gap. Spatial Sampling with R presents an overview of sampling designs for spatial sample survey and monitoring. It shows how to implement the sampling designs and how to estimate (sub)population- and space-time parameters in R.

Название: Building web applications with Vue.js: MVVM patterns for conventional and single-page websites
Автор: Ralph Steyer
Издательство: Springer
Год: 2022
Страниц: 227
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB

This book provides a compact and practical introduction to the popular Vue.js. Use the MVVC concept for applications on the web on the basis of MVC design patterns and create single-page web applications easily. You will use one of the powerful frameworks based only on elementary WWW standard technologies. With Vue.js you will understand and apply data binding, components, directives and modularity. In the browser, only jаvascript has been available for years as a universally available technology for programming. Together with HTML and CSS (Cascading Style Sheets), jаvascript forms the triad of modern websites and especially of client-side Web programming. Now, Vue.js is an increasingly popular framework on the Web that takes a very specific approach. It is a reactive, client-side jаvascript Web framework that is essentially used to create so-called single-screen Web applications or single-page Web applications (only one Web page in the browser that updates parts as needed and does not reload a new Web page) according to a Model-View-Controller pattern (MVC).

Название: Hacking Artificial Intelligence: A Leader's Guide from Deepfakes to Breaking Deep Learning
Автор: Davey Gibian
Издательство: Rowman & Littlefield Publishers
Год: 2022
Страниц: 193
Язык: английский
Формат: pdf (true), epub
Размер: 10.4 MB

Sheds light on the ability to hack AI and the technology industry’s lack of effort to secure vulnerabilities. We are accelerating towards the automated future. But this new future brings new risks. It is no surprise that after years of development and recent breakthroughs, artificial intelligence is rapidly transforming businesses, consumer electronics, and the national security landscape. But like all digital technologies, AI can fail and be left vulnerable to hacking. The ability to hack AI and the technology industry’s lack of effort to secure it is thought by experts to be the biggest unaddressed technology issue of our time. Hacking Artificial Intelligence sheds light on these hacking risks, explaining them to those who can make a difference.

Название: Choice Computing: Machine Learning and Systemic Economics for Choosing
Автор: Parag Kulkarni
Издательство: Springer
Год: 2022
Страниц: 254
Язык: английский
Формат: pdf (true), epub
Размер: 18.1 MB

This book presents thoughts and pathways to build revolutionary Machine Learning (ML) models with the new paradigm of Machine Learning to adapt behaviorism. It focuses on two aspects – one focuses on architecting a choice process to lead users on the certain choice path while the second focuses on developing Machine Learning models based on choice paradigm. This book is divided in three parts where part one deals with human choice and choice architecting models with stories of choice architects. Second part closely studies human choosing models and deliberates on developing ML models based on the human choice paradigm. Third part takes you further to look at Machine Learning based choice architecture.

Название: Dominant Algorithms to Evaluate Artificial Intelligence: From the view of Throughput Model
Автор: Waymond Rodgers
Издательство: Bentham Science Publishers
Год: 2022
Страниц: 329
Язык: английский
Формат: pdf (true), epub
Размер: 23.2 MB

This book describes the Throughput Model methodology that can enable individuals and organizations to better identify, understand, and use algorithms to solve daily problems. The Throughput Model is a progressive model intended to advance the artificial intelligence (AI) field since it represents symbol manipulation in six algorithmic pathways that are theorized to mimic the essential pillars of human cognition, namely, perception, information, judgment, and decision choice. The six AI algorithmic pathways are (1) Expedient Algorithmic Pathway, (2) Ruling Algorithmic Guide Pathway, (3) Analytical Algorithmic Pathway, (4) Revisionist Algorithmic Pathway, (5) Value Driven Algorithmic Pathway, and (6) Global Perspective Algorithmic Pathway. As AI is increasingly employed for applications where decisions require explanations, the Throughput Model offers business professionals the means to look under the hood of AI and comprehend how those decisions are attained by organizations.