Understanding IID: The Backbone of Machine Learning and Deep Learning Algorithms

Dec 13, 2024 · 18 min read · Introduction In the ever-evolving landscapes of machine learning (ML) and deep learning (DL), one fundamental assumption acts as a cornerstone: the notion that data is Independent and Identically Distributed (IID). This assumption isn't just a techni...