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Название: Artificial Intelligence in Models, Methods and Applications
Автор: Olga Dolinina, Igor Bessmertny, Alexander Brovko, Vladik Kreinovich
Издательство: Springer
Год: 2023
Страниц: 694
Язык: английский
Формат: pdf (true)
Размер: 21.3 MB

This book presents new perspective research results: models, methods, algorithms and applications in the field of Artificial Intelligence (AI). Particular emphasis is given to the medical applications - medical images recognition, development of the expert systems which could be interesting for the AI researchers as well for the physicians looking for the new ideas in medicine. The central audience of the book are researchers, industrial practitioners, students specialized in the Artificial Intelligence. The Chapter "Development of a Program Code Review System Using Machine Learning Methods" presents a description of the developed approach and service for analyzing source code in Python. The service reduces the time for code review due to partial automation. The FastText algorithm is used to obtain vector representations of source code texts. A pre-trained neural network language model based on the transformer architecture was used to derive a possible natural language function assignment.

Название: Building Knowledge Graphs: A Practitioner’s Guide (6th Early Release)
Автор: Jesus Barrasa, Maya Natarajan, Jim Webber
Издательство: O’Reilly Media, Inc.
Год: 2023-04-24
Страниц: 335
Язык: английский
Формат: epub
Размер: 24.0 MB

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by saving interlinked descriptions of entities (objects, events, situations, or abstract concepts) while encoding the semantics underlying the terminology. How do you create a knowledge graph? And how do you move it from theory into practice? Graph data has become ubiquitous in the last decade. Graphs underpin everything from consumer-facing systems like navigation and social networks to critical infrastructure like supply chains and policing. A consistent theme has emerged: applying knowledge in context is the single most powerful tool that most businesses have. Through research and experience, a set of patterns and practices called knowledge graphs has been developed to support extracting knowledge from data of all types and in all sources, from systems of record to frozen data lakes to application logs. This book is for information technology professionals who are interested in building and operating knowledge graphs within their businesses.

Название: Introducing Spring Framework 6: Learning and Building Java-based Applications With Spring, Second Edition
Автор: Felipe Gutierrez, Joseph B. Ottinger
Издательство: Apress
Год: 2022
Страниц: 219
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.2 MB

Spring Framework 6 remains - by far - the leading de-facto "out of the box" practical Java meta application development framework for building complex enterprise, cloud-native applications as well as web applications and microservices. Introducing Spring Framework 6 is your hands-on tutorial guide for learning the Spring Framework 6 from top to bottom, and allows you to build an example application along the way from the ground-up. As you learn the Spring Framework over the course of this book, you’ll incrementally build your first Spring application piece-by-piece as you learn each module, project or component of the Spring Framework and its extensions and ecosystem. As you learn the various fundamentals, you'll then apply them immediately to your Spring application. This Spring application, My Documents, enables you to learn by doing.

Название: Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques, 2nd Edition
Автор: Sayan Mukhopadhyay, Pratip Samanta
Издательство: Apress
Год: 2023
Страниц: 259
Язык: английский
Формат: pdf (true), epub (true)
Размер: 13.5 MB

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing (NLP), and computer vision in the cloud environment. Generic design patterns in Python programming is clearly explained, emphasizing architectural practices such as hot potato anti-patterns. You'll review recent advances in databases such as Neo4j, Elasticsearch, and MongoDB. You'll then study feature engineering in images and texts with implementing business logic and see how to build Machine Learning and Deep Learning models using transfer learning.

Название: Spring 6 Recipes: A Problem-Solution Approach to Spring Framework, Fifth Edition
Автор: Marten Deinum, Daniel Rubio, Josh Long
Издательство: Apress
Год: 2023
Страниц: 774
Язык: английский
Формат: pdf
Размер: 10.1 MB

This in-depth Spring-based Java developer code reference has been updated and now solves many of your Spring Framework 6 problems using reusable, complete and real-world working code examples. Spring 6 Recipes (5th Edition) now includes Spring Native which speeds up your Java-based Spring Framework built enterprise, native cloud, web applications and microservices. It also has been updated to now include Spring R2DBC for Reactive Relational Database Connectivity, a specification to integrate SQL databases, like PostgreSQL, MySQL and more, using reactive drivers. Furthermore, this book includes additional coverage of WebFlux for more reactive Spring web applications. Reactive programming allows you to build systems that are resilient to high load, especially common in the more complex enterprise, native cloud applications that Spring Framework lets you build. This updated edition also uses code snippets and examples based on newest available standard long term support release of Java. When you start a new project, you’ll be able to copy the code and configuration files from this book, and then modify them for your specific Spring Framework-based application needs. This can save you a great deal of work over creating a project from scratch. This book is for experienced Java programmers, software developers with experience using the Spring Framework.

Название: ChatGPT for Writers Unlocking the Power of Artificial Intelligence to Enhance Your Nonfiction Writing Process
Автор: Sean A. Williams
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

Unlock the Power of ChatGPT for Nonfiction Writing: The Ultimate Guide to Maximizing Productivity and Crafting Compelling Content. Are you tired of struggling to come up with new ideas and research topics for your nonfiction writing? Want to write faster and more effectively? Look no further! This comprehensive guide offers a step-by-step approach to using ChatGPT to take your nonfiction writing to the next level. ChatGPT can be used to assist in coding by generating code snippets and providing explanations for various programming languages and frameworks. This can be especially useful for developers who are new to a language or for those who want to save time by automating repetitive tasks.

Название: All About Bioinformatics: From Beginner to Expert
Автор: Yasha Hasija
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 314
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

All About Bioinformatics: From Beginner to Expert provides readers with an overview of the fundamentals and advances in the field of bioinformatics, as well as some future directions. Each chapter is didactically organized and includes introduction, applications, tools, and future directions to cover the topics thoroughly. The book covers both traditional topics such as biological databases, algorithms, genetic variations, static methods, and structural bioinformatics, as well as contemporary advanced topics such as high-throughput technologies, drug informatics, system and network biology, and Machine Learning. Python is a free general-purpose programming language that is simple to learn and apply to a wide range of computational tasks. Python may be used to handle a variety of difficulties that research labs confront on a daily basis. Using computers and an appropriate programming language, it is possible to execute tasks such as data manipulation, biological data retrieval and parsing, automation, and simulation of biological problems efficiently.

Название: Recommender Systems: A Multi-Disciplinary Approach
Автор: Monideepa Roy, Pushpendu Kar, Sujoy Datta
Издательство: CRC Press
Серия: Intelligent Systems
Год: 2023
Страниц: 279
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Recommender Systems: A Multi-Disciplinary Approach presents a multi-disciplinary approach for the development of recommender systems. It explains different types of pertinent algorithms with their comparative analysis and their role for different applications. This book explains the big data behind recommender systems, the marketing benefits, how to make good decision support systems, the role of Machine Learning and Artificial Networks, and the statistical models with two case studies. It shows how to design attack resistant and trust-centric recommender systems for applications dealing with sensitive data.

Название: ChatGPT for Coders Unlock the Power of AI with ChatGPT: A Comprehensive Guide to Efficient and Effective Coding
Автор: Sean A Williams
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

This book takes you on a journey through the world of coding with ChatGPT, exploring the benefits and applications of this cutting-edge technology. From understanding basic coding concepts and working with data to web development, Machine Learning, and beyond, this guide provides a comprehensive understanding of coding with ChatGPT. You will learn how to debug code, integrate ChatGPT with other tools and frameworks, fine-tune it for specific programming languages, and take advantage of its capabilities in real-world applications such as software development, Data Science, and Artificial Intelligence. Packed with practical tips and best practices, this book is your go-to resource for efficient and effective coding with ChatGPT. ChatGPT is able to comprehend a variety of programming languages, including well-known languages such as Python, Java, and jаvascript, among others. As a result of this, it is an adaptable tool for programmers who work in a variety of languages and fields.

Название: Handbook of Software Fault Localization : Foundations and Advances
Автор: W. Eric Wong, T.H. Tse
Издательство: Wiley-IEEE Press
Год: 2023
Страниц: 611
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Handbook of Software Fault Localization A comprehensive analysis of fault localization techniques and strategies. In Handbook of Software Fault Localization: Foundations and Advances , distinguished computer scientists Prof. W. Eric Wong and Prof. T.H. Tse deliver a robust treatment of up-to-date techniques, tools, and essential issues in software fault localization. The authors offer collective discussions of fault localization strategies with an emphasis on the most important features of each approach. The book also explores critical aspects of software fault localization, like multiple bugs, successful and failed test cases, coincidental correctness, faults introduced by missing code, the combination of several fault localization techniques, ties within fault localization rankings, concurrency bugs, spreadsheet fault localization, and theoretical studies on fault localization.