From Idea to Reality – Crafting Intelligent Web Applications
As we transition into an era dominated by intelligent technologies, this chapter explores the pivotal role of artificial intelligence (AI) in crafting intelligent web applications. From foundational capabilities to broad-ranging use cases, readers will uncover how intelligent applications, augmented with AI and connected data, are reshaping consumer and business interactions.
In this chapter, we will delve into advanced AI principles relevant to user interactions and how to automate repetitive tasks through AI. The first section will introduce you to the principles of decoupled architecture for independent application entities. Next, we will acquire skills to bridge the gap between AI algorithms and diverse datasets. Finally, we will create data-infused business insights and understand how AI contributes to business analytics for insightful decision-making.
In this chapter, we will cover the following main topics...