AI Strategies for Web Development
Packt Publishing Limited (Verlag)
978-1-83588-630-4 (ISBN)
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Key Features
Explore AI's role in web development, from shaping projects to architecting solutions
Master advanced AI strategies to build cutting-edge applications
Anticipate future trends by exploring next-gen development environments, emerging interfaces, and security considerations in AI web development
Purchase of the print or Kindle book includes a free PDF eBook
Book DescriptionIf 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.What you will learn
Build AI-powered web projects with optimized models
Personalize UX dynamically with AI, NLP, chatbots, and recommendations
Explore AI coding assistants and other tools for advanced web development
Craft data-driven, personalized experiences using pattern recognition
Architect effective AI solutions while exploring the future of web development
Build secure and ethical AI applications following TRiSM best practices
Explore cutting-edge AI and web development trends
Who this book is forThis book is for web developers with experience in programming languages and an interest in keeping up with the latest trends in AI-powered web development. Full-stack, front-end, and back-end developers, UI/UX designers, software engineers, and web development enthusiasts will also find valuable information and practical guidelines for developing smarter websites with AI. To get the most out of this book, it is recommended that you have basic knowledge of programming languages such as HTML, CSS, and JavaScript, as well as a familiarity with machine learning concepts.
Anderson Soares Furtado Oliveira is an experienced executive, AI strategist, and machine learning engineer specializing in AI governance, risk management, and compliance. As a board member at The Global Center for Risk and Innovation (GCRI) and an AI strategy consultant at G³ AI Global, he co-authored the book PgM Canvas: Transforming Vision into Real Benefits - A Program Management Guide for Leaders and Managers. With over a decade of experience in IT governance (CGEIT) and a focus on integrating AI technologies to drive business growth, he has led numerous AI projects and developed AI governance frameworks. His expertise in digital transformation and national development has equipped him to create innovative solutions and ethical AI applications. Anderson is a PhD student in Computer Science and Computational Mathematics at the University of São Paulo and holds an MBA in Software Engineering Project Management.
Table of Contents
AI's Role in Shaping Web Development
Mastering the Essentials – AI Fundamentals
Challenges and Opportunities – Integrating AI into Web Projects
Navigating the Landscape – Popular AI and ML Frameworks and Tools
Blueprints of the Future – Architecting Effective AI Solutions
Design Intelligence – Creating User-Centric Experiences with AI
Recognizing Patterns – Personalizing User Journeys with AI
Coding Assistants – Your Secret Weapon in Modern Development
Smarter User Interactions – Elevating User Engagement with Advanced AI
Smart Testing Strategies – Fortifying Web Applications with AI Insights
Augmented Workforce – AI's Impact on Web Development Jobs
Machine Users Unveiled – Navigating the Intersection of Human and Machine
AI-Augmented Development – Shaping Tomorrow's Digital Landscape
From Idea to Reality – Crafting Intelligent Web Applications
Guardians of the Digital Realm – Navigating Trust, Risk, and Ethics in AI
Next-Gen Development Environments and Advancements in AI Technologies
Emerging Realities and Interfaces
AI Regulation and Governance – Compliance with the EU's AI Act and ISO/IEC 42001 Standards
| Erscheinungsdatum | 17.04.2024 |
|---|---|
| Vorwort | Elijah Low, Marcelo Augusto Gonçalves Bardi |
| Verlagsort | Birmingham |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Informatik ► Software Entwicklung ► SOA / Web Services |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Mathematik / Informatik ► Informatik ► Web / Internet | |
| Technik ► Elektrotechnik / Energietechnik | |
| ISBN-10 | 1-83588-630-2 / 1835886302 |
| ISBN-13 | 978-1-83588-630-4 / 9781835886304 |
| Zustand | Neuware |
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