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?딞I strategies for web development : build next-gen, intelligent websites by unleashing AI's power in design, personalization, and ethics /
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Oliveira, Anderson Soares Furtado, author. Low, Elijah, writer of foreword. Bardi, Marcelo Augusto Gonc偈alves, writer of foreword. |
| 서명/저자사항 | ?딞I strategies for web development :build next-gen, intelligent websites by unleashing AI's power in design, personalization, and ethics /Anderson Soares Furtado Oliveira ; forewords by Elijah Low, Marcelo Augusto Goncalves Bardi. |
| 발행사항 | Birmingham, UK : Packt Publishing Ltd., 2024. |
| 형태사항 | 1 online resource (458 pages) |
| 소장본 주기 | WorldCat record variable field(s) change: 050 |
| ISBN | 9781835886311 1835886310 |
| 기타표준부호 | CIPO000130264 |
| 일반주기 |
Includes index.
|
| 내용주기 | Cover -- Title Page -- Copyright -- Dedication -- Contributors -- Table of Contents -- Preface -- Part 1: Embarking on the AI Revolution in Web Development -- Chapter 1: AI's Role in Shaping Web Development -- Demystifying AI in web development -- Introduction to the principles of AI -- AI problem-solving landscape -- AI's transformative role in web development -- Case study -- Coca-Cola's "Create Real Magic" platform -- AI-powered transformations in web design -- Why is AI's presence in web design not just a trend but a necessity? -- Key concepts in AI-powered web design AI's benefits for web design -- The synergy of AI and user experience -- The transformative impact of AI on UX -- Case study -- Dell conquers marketing challenges with Persado -- a data-driven, customer-centric success story -- User-centric AI-driven development -- Navigating through AI-driven development tools -- AI-powered tools and technologies for web development -- Key considerations in navigating AI-driven development tools -- Ethical considerations in AI-enhanced web development -- Summary -- Chapter 2: Mastering the Essentials -- AI Fundamentals -- Technical requirements AI fundamentals -- a deep dive -- The historical journey of AI -- Understanding the science and techniques behind AI programming -- Advantages and disadvantages of AI -- Exploring the three main categories of AI -- Understanding the four types of AI -- Exploring the inner workings of AI for web developers -- Main AI applications -- Machine learning essentials -- What is machine learning? -- Types of machine learning algorithms -- NLP for web interaction -- Key components of NLP -- The power of large language models in web development -- Applications of NLP in web interaction Classifications of NLP -- Introduction to neural networks -- Fundamental concepts of neural networks -- Types of neural networks -- Training neural networks -- Application of neural networks in web development -- Empowering web development with computer vision -- Key concepts in CV -- Applications of CV in web development -- Technologies and tools for CV -- Summary -- Chapter 3: Challenges and Opportunities -- Integrating AI into Web Projects -- Technical requirements -- Navigating the AI process in web development -- Defining the processes -- The importance of each process Integrating the processes -- AI pipeline -- streamlining the journey of AI -- Integrated AI loops -- streamlining AI development for web applications -- Selecting and evaluating models for web-based AI -- Procedure -- Observations -- Ethical considerations in AI integration -- Challenges in ethical AI integration -- Mitigating risks in AI implementation -- Ethical AI frameworks -- Diverse and inclusive AI development teams -- Ensuring optimal performance of AI models through continuous monitoring and maintenance Explainability and interpretability -- enhancing model interpretability and communicating AI decisions effectively |
| 요약 | If you're a web developer looking to leverage the power of AI in your projects, then this book is for you. Written by an AI and ML expert with more than 15 years of experience, AI Strategies for Web Development takes you on a transformative journey through the dynamic intersection of AI and web development, offering a hands-on learning experience. The first part of the book focuses on uncovering the profound impact of AI on web projects, exploring fundamental concepts, and navigating popular frameworks and tools. As you progress, you'll learn how to build smart AI applications with design intelligence, personalized user journeys, and coding assistants. Later, you'll explore how to future-proof your web development projects using advanced AI strategies and understand AI's impact on jobs. Toward the end, you'll immerse yourself in AI-augmented development, crafting intelligent web applications and navigating the ethical landscape. Packed with insights into next-gen development environments, AI-augmented practices, emerging realities, interfaces, and security governance, this web development book acts as your roadmap to staying ahead in the AI and web development domain. |
| 일반주제명 | Web site development. Artificial intelligence. Web applications. artificial intelligence. Intelligence (AI) & Semantics. COMPUTERS. Design. Web. Web Services & APIs. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Oliveira, Anderson Soares Furtado?딞I Strategies for Web DevelopmentBirmingham : Packt Publishing, Limited,c2024 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3999322 |
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| 1 | WE00030823 | 005.7/2 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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