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Generative AI for Web Development Building Web Applications Powered by OpenAI APIs and Next.js - Tom Auger, Emma Saroyan 2024 PDF Apress BOOKS
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Generative AI for Web Development Building Web Applications Powered by OpenAI APIs and Next.js
Author: Tom Auger, Emma Saroyan
Year: 2024
Format: PDF
File size: 10.6 MB
Language: ENG



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The book "Generative AI for Web Development Building Web Applications Powered by OpenAI APIs and Nextjs" explores the potential of generative AI in web development, focusing on the use of OpenAI APIs and Nextjs to create innovative and powerful web applications. The book covers topics such as machine learning, natural language processing, computer vision, and reinforcement learning, providing readers with a comprehensive understanding of the technology and its applications. The author begins by discussing the importance of generative AI in web development, highlighting its ability to automate tasks, improve user experience, and increase efficiency. They then delve into the details of OpenAI APIs and Nextjs, explaining how these tools can be used to build sophisticated web applications that are both functional and visually appealing. The book also covers the challenges and limitations of generative AI in web development, including issues related to data quality, training time, and overfitting. The author provides practical solutions to these challenges, demonstrating how to overcome them using real-world examples and case studies. Throughout the book, the author emphasizes the need for developers to understand the process of technological evolution and the importance of developing a personal paradigm for perceiving the technological process of developing modern knowledge.
Книга «Generative AI for Web Development Building Web Applications Powered by OpenAI APIs and Nextjs» исследует потенциал генеративного AI в веб-разработке, фокусируясь на использовании OpenAI APIs и Nextjs для создания инновационных и мощных веб-приложений. Книга охватывает такие темы, как машинное обучение, обработка естественного языка, компьютерное зрение и обучение с подкреплением, предоставляя читателям исчерпывающее понимание технологии и ее применения. Автор начинает с обсуждения важности генеративного ИИ в веб-разработке, подчеркивая его способность автоматизировать задачи, улучшить пользовательский опыт и повысить эффективность. Затем они углубляются в детали OpenAI API и Nextjs, объясняя, как эти инструменты можно использовать для создания сложных веб-приложений, которые одновременно функциональны и визуально привлекательны. Книга также охватывает проблемы и ограничения генеративного ИИ в веб-разработке, включая вопросы, связанные с качеством данных, временем обучения и переобучением. Автор предоставляет практические решения этих проблем, демонстрируя, как их преодолеть, используя реальные примеры и тематические исследования. На протяжении всей книги автор подчёркивает необходимость понимания разработчиками процесса технологической эволюции и важность выработки личностной парадигмы восприятия технологического процесса развития современных знаний.
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