Название: Exploring the Power of ChatGPT: Applications, Techniques, and Implications
Автор: Eric Sarrion
Издательство: Apress
Год: 2023
Страниц: 206
Язык: английский
Формат: pdf
Размер: 19.1 MB

Learn how to use the large-scale natural language processing (NLP) model developed by OpenAI: ChatGPT. This book explains how ChatGPT uses Machine Learning to autonomously generate text based on user input and explores the significant implications for human communication and interaction. Author Eric Sarrion examines various aspects of ChatGPT, including its internal workings, use in computer projects, and impact on employment and society. He also addresses long-term perspectives for ChatGPT, including possible future advancements, adoption challenges, and considerations for ethical and responsible use. The book starts with an introduction to ChatGPT covering its versions, application areas, how it works with neural networks, NLP, and its advantages and limitations. Next, you'll be introduced to applications and training development projects using ChatGPT, as well as best practices for it. You'll then explore the ethical implications of ChatGPT, such as potential biases and risks, regulations, and standards. This is followed by a discussion of future prospects for ChatGPT. The book concludes with practical use case examples, such as text content creation, software programming, and innovation and creativity. This essential book summarizes what may be one of the most significant developments in Artificial Intelligence in recent history and provides useful insights for researchers, policymakers, and anyone interested in the future of technology.

Название: Twisted Coding Projects (MEAP v3)
Автор: Daniel Aldred
Издательство: Manning Publications
Год: 2023
Страниц: 181
Язык: английский
Формат: pdf, epub + Code
Размер: 18.99 MB

You won’t find these Python projects in a programming textbook! Each twisted task teaches you Python GUI skills you’ll use again and again—even for serious things like a job! Twisted Coding Projects helps you take your next steps in Python by creating offbeat projects you’ll love to code. You’ll learn vital techniques for designing and developing Graphic User Interfaces (GUIs) that put a face on your Python apps. Use the open-source GUIZero library to build programs that prank your friends and amuse your family while upgrading your programming skills. Perfect for Python beginners, and kids big and small. The button, boxes, menus, and images on a Graphical User Interface (GUI) makes it easy for users to interact with a program. Python’s free, open source GUIZero library makes it easy to create GUIs for your applications. Built on the rock-solid Python Tkinter GUI, GUIZero is perfect for creating simple forms, games, and widgets.

Название: Conquering jаvascript: The Practical Handbook
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 563
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Conquering jаvascript: The Practical Handbook helps the reader master the jаvascript (JS) programming language for faster and more robust development. JS is a highly popular language and is often termed as the ‘language of the web.’ In addition to the internet, JS is also being used actively in game development, mobile apps, progressive applications, and now even desktop apps. As such, it is safe to say that JS is probably the most cross-platform language currently in use, and it rises in popularity with each passing day. This book covers the basics and moves on to advanced concepts using a hands-on approach with practical lessons and tutorials. JS programming, JS frameworks and various use-case scenarios are discussed in detail. Bridging the gap between beginner and intermediate-level JS literature, this book is a valuable resource to build robust knowledge. AngularJS, jQuery, and ReactJS are just a few of the frameworks and tools available for jаvascript today. Initially executed on the client side, the jаvascript implementation has expanded to the server side after the introduction of Node.js, a cross-platform server environment based on the Google Chrome jаvascript V8 engine. While it primarily caters to web-based applications, jаvascript programming capabilities have numerous uses in many fields.

Название: Pro Power BI Theme Creation: JSON Stylesheets for Automated Dashboard Formatting, 2nd Edition
Автор: Adam Aspin
Издательство: Apress
Год: 2023
Страниц: 279
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Use JSON theme files to standardize the look of Power BI dashboards and reports. This book shows how you can create theme files using the Power BI Desktop application to define high-level formatting attributes for dashboards as well as how to tailor detailed formatting specifications for individual dashboard elements in JSON files. Standardize the look of your dashboards and apply formatting consistently over all your reports. The techniques in this book provide you with tight control over the presentation of all aspects of the Power BI dashboards and reports that you create. Power BI theme files use JSON (jаvascript Object Notation) as their structure, so the book includes a brief introduction to JSON as well as how it applies to Power BI themes. The book further includes a complete reference to all the current formatting definitions and JSON structures that are at your disposal for creating JSON theme files up to the May 2023 release of Power BI Desktop. Finally, the book includes dozens of theme files, from the simple to the most complex, that you can adopt and adapt to suit your own requirements.

Название: Test-Driven Development with React and TypeScript: Building Maintainable React Applications, 2nd Edition
Автор: Juntao Qiu
Издательство: Apress
Год: 2023
Страниц: 277
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This comprehensive book is your ultimate guide to mastering Test-Driven Development (TDD) in the context of React and TypeScript. Whether you're a seasoned developer seeking to refine your skills or a newcomer eager to embrace industry-standard practices, this book caters to all levels of expertise. Apply test-driven principles to create scalable and maintainable React applications. This book covers a wide range of topics, including setting up a testing environment and utilizing popular testing frameworks like Cypress, Jest, and the React Testing Library. It also delves into valuable refactoring techniques, as well as enhancing code maintainability and readability. What sets this comprehensive guide apart is its end-to-end project simulation, showcasing how TDD can be employed to build a complete application called "Bookish." Test-Driven Development with React and TypeScript elevates its code examples by leveraging TypeScript, the predominant language in modern frontend development, offering you a deeper understanding of how TDD principles can be applied to React projects. Furthermore, all code examples have been carefully revised and updated for this edition, incorporating reader feedback and reflecting current industry standards. After completing this book, you have the knowledge and skills necessary to develop high quality and scalable React applications.

Название: Encyclopedia of Data Science and Machine Learning
Автор: John Wang
Издательство: IGI Global
Год: 2023
Страниц: 3143
Язык: английский
Формат: epub (true)
Размер: 154.5 MB

Big Data and Machine Learning are driving the Fourth Industrial Revolution. With the age of Big Data upon us, we risk drowning in a flood of digital data. Big Data has now become a critical part of both the business world and daily life, as the synthesis and synergy of Machine Learning and Big Data has enormous potential. Big Data and Machine Learning are projected to not only maximize citizen wealth, but also promote societal health. As Big Data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of Data Science, Machine Learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of Big Data and Machine Learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Название: Various Deep Learning Algorithms in Computational Intelligence
Автор: Oscar Humberto Montiel Ross
Издательство: MDPI
Год: 2023
Страниц: 284
Язык: английский
Формат: pdf (true)
Размер: 39.9 MB

This book highlights the importance of Deep Learning (DL), which has garnered significant attention in science, industry, and academia. It draws inspiration from the functioning of the human brain and the concept of learning. Unlike traditional and Machine Learning (ML) methods, Deep Learning techniques emulate the human brain's neural networks at a lower scale, allowing them to process and analyze substantial quantities of unstructured data. The remarkable proficiency of Deep Learning in unveiling intricate structures within extensive datasets genuinely resembles the extraordinary aptitude of the brain to recognize patterns and form complex connections. This unique characteristic allows DL to excel in modeling and solving complex problems across various scientific and technological fields. Just as the brain learns from experience, DL architectures learn through algorithms from data by adjusting numerous parameters during training to optimize their performance and accuracy. This concept of learning and adaptation is fundamental to DL's success. This reprint serves as an excellent opportunity to disseminate current knowledge beyond academic boundaries, reaching a diverse audience encompassing academics, professionals, and the general public. This wide readership fosters the potential for meaningful connections to established projects and the cultivation of collaboration for future research endeavors.

Название: Concepts and Techniques of Graph Neural Networks
Автор: Vinod Kumar, Dharmendra Singh Rajput
Издательство: IGI Global
Год: 2023
Страниц: 267
Язык: английский
Формат: pdf (true), epub
Размер: 33.6 MB

Graph Neural Networks, also known as GNNs, have seen a meteoric rise in popularity over the past few years due to its capacity to analyse data that is shown in the form of graphs. GNNs have been put to use in a broad variety of industries, including social network research, the search for new drugs, recommender systems, and traffic prediction, to mention just a few examples. GNNs are becoming increasingly popular, which has resulted in an increased interest in the issue among scholars and practitioners who are interested in better comprehending the fundamental ideas and procedures that underpin GNNs. The book “Concepts and Techniques of Graph Neural Networks” is a reference to the concepts and procedures that are utilised in Graph Neural Networks (GNNs). GNNs have developed as an effective method for modelling complicated structured data, such as social networks, protein structures, and traffic patterns, among other applications. Applications have been identified for them in a broad variety of domains, such as drug discovery, computer vision, natural language processing, and recommender systems. GNNs are especially helpful for solving situations in which the data is modelled as a graph, in which the nodes of the graph represent entities and the edges reflect the relationships between those entities.

Название: Docker Deep Dive: Zero to Docker in a single book, 2023 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: June 2023
Страниц: 267
Язык: английский
Формат: True/Retail (PDF, EPUB)
Размер: 29.2 MB

The demand for professionals with Docker skills that can develop cloud-native microservices applications is rising. Docker Deep Dive: 2023 Edition provides comprehensive explanations of core concepts and offers step-by-step guidance on creating and managing containerized applications – from source code to executing in the cloud. If you are looking for a comprehensive resource to help you master Docker and containers in the real world, this book is for you. As well as giving you valuable knowledge and skills, it offers insights and tips to help you navigate the container and cloud-native ecosystems with confidence. Docker is here and there’s no point hiding. If you want the best jobs working on the best technologies, you need to know Docker and containers. Docker and containers are central to Kubernetes, and knowing how they work will help you learn Kubernetes. They’re also positioned well for emerging cloud technologies such as WebAssembly on the server.

Название: Acing the USACO Bronze Competition (MEAP v4)
Автор: Zachi Baharav
Издательство: Manning Publications
Год: 2023
Страниц: 420
Язык: английский
Формат: pdf, epub
Размер: 20.0 MB

Everything you need to succeed in the USA Computing Olympiad (USACO) Bronze! The USA Computing Olympiad Bronze Division (USACO) is a fantastic way to distinguish yourself as a top candidate for colleges, talent hunters, and employers. Every year, this competition poses tough programming challenges to find the best of the best among thousands of high school students and other early career coders. Acing the USACO Bronze Competition shows you how to succeed in the fast and furious world of competitive programming. It demystifies the USACO and programming competitions, and teaches you to find the joy in competition that will take you all the way to the top. The book will help you build exactly the skills you need to pass the Bronze qualification. Each problem is sketched out with entertaining and informative illustrations so they’ll stick with you in the competitive USACO environment. You’ll learn multiple ways to solve any problem the competition throws at you. Most importantly, you’ll learn what not to do: how to avoid the pitfalls and mistakes that trip up lesser programmers. You’ll quickly become ready to earn your Bronze badge, move on to succeeding at Silver, and even try your luck at wider competitions.