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​AI Strategies for Web Development

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

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Product type Paperback
Published in Sep 2024
Publisher Packt
ISBN-13 9781835886304
Length 458 pages
Edition 1st Edition
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Author (1):
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Anderson Soares Furtado Oliveira Anderson Soares Furtado Oliveira
Author Profile Icon Anderson Soares Furtado Oliveira
Anderson Soares Furtado Oliveira
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Table of Contents (25) Chapters Close

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 24. Other Books You May Enjoy

Mastering the Essentials – AI Fundamentals

In this chapter, we will expand upon the foundational knowledge introduced in the first chapter. This chapter aims to provide a thorough understanding of vital AI principles within the context of web development. Using practical examples and engaging exercises, you will not only comprehend the core principles, techniques, and terminology integral to AI but also learn how to apply these principles in real-world situations. Our aim is to empower you with AI proficiency, equipping you to make data-informed decisions, leverage machine learning basics, comprehend the complexities of Natural Language Processing (NLP) and language model learning, navigate neural networks, and demystify Computer Vision (CV). By acquiring this knowledge, you will possess the necessary tools to flourish in the continuously evolving landscape of AI.

In this chapter, we’re going to cover the following main topics:

  • AI fundamentals – a deep...
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