You're reading from AI Strategies for Web Development Build next-gen, intelligent websites by unleashing AI's power in design, personalization, and ethics

Product type Paperback

Published in Sep 2024

Publisher Packt

ISBN-13 9781835886304

Length 458 pages

Edition 1st Edition

Concepts

Web Programming

Author (1):

Anderson Soares Furtado Oliveira

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Table of Contents (25) Chapters

Preface

1. Part 1: Embarking on the AI Revolution in Web Development FREE CHAPTER

2. Chapter 1: AI’s Role in Shaping Web Development

3. Chapter 2: Mastering the Essentials – AI Fundamentals

4. Chapter 3: Challenges and Opportunities – Integrating AI into Web Projects

5. Chapter 4: Navigating the Landscape: Popular AI and ML Frameworks and Tools

6. Chapter 5: Blueprints of the Future – Architecting Effective AI Solutions

7. Part 2: Crafting the Future: Creating Cutting-Edge AI Applications

8. Chapter 6: Design Intelligence – Creating User-Centric Experiences with AI

9. Chapter 7: Recognizing Patterns – Personalizing User Journeys with AI

10. Chapter 8: Coding Assistants – Your Secret Weapon in Modern Development

11. Chapter 9: Smarter User Interactions – Elevating User Engagement with Advanced AI

12. Chapter 10: Smart Testing Strategies – Fortifying Web Applications with AI Insights

13. Part 3: Future-Proofing Web Development – Advanced AI Strategies

14. Chapter 11: Augmented Workforce – AI’s Impact on Web Development Jobs

15. Chapter 12: Machine Users Unveiled – Navigating the Intersection of Human and Machine

16. Chapter 13: AI-Augmented Development – Shaping Tomorrow’s Digital Landscape

17. Chapter 14: From Idea to Reality – Crafting Intelligent Web Applications

18. Chapter 15: Guardians of the Digital Realm – Navigating Trust, Risk, and Ethics in AI

19. Part 4: The Road Ahead – Anticipating Trends in AI and Web Development

20. Chapter 16: Next-Gen Development Environments and Advancements in AI Technologies

21. Chapter 17: Emerging Realities and Interfaces

22. Chapter 18: AI Regulation and Governance – Compliance with the EU’s AI Act and ISO/IEC 42001 Standards

23. Index

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Navigating the Landscape: Popular AI and ML Frameworks and Tools

In this chapter, we will embark on a deep dive into the world of AI and machine learning frameworks and tools used in web development. Our goal is to provide you with a comprehensive understanding of the landscape, empowering you to make informed decisions when selecting the right tools for your AI projects. We will explore the most popular frameworks and tools in the field and discuss their specific applications and benefits.

By the end of this chapter, you will have gained essential skills in evaluating and comparing AI frameworks, utilizing machine learning tools effectively, implementing AI in web development, setting up optimized development environments, and making informed decisions when selecting tools for your AI projects. These skills will equip you to navigate the AI and machine learning landscape confidently and excel in your future endeavors, whether you are building a sentiment analysis tool, an image...