Reflecting on undergraduate curiosity, this post clarifies the evolution from traditional coding to data-driven learning in AI. It draws an analogy between manual programming and Machine Learning’s automatic adjustments, highlighting how deep neural networks function like layered learning systems. For example, understanding these methods can streamline practical tasks, as emphasized by industry and academic insights shared on Medium.