Pronod Bharatiyadata-intelligence.hashnode.dev·Dec 13, 2024Understanding IID: The Backbone of Machine Learning and Deep Learning AlgorithmsIntroduction 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...DiscussIID vs Non-IID Data in Machine Learning and Deep LearningIID in Machine Learning
Pronod Bharatiyadata-intelligence.hashnode.dev·Dec 6, 2024IID vs. Non-IID Data: Choosing the Right Machine Learning and Deep Learning AlgorithmsIntroduction In the domain of machine learning (ML) and deep learning (DL), a primary assumption upheld by numerous algorithms is that the data is Independent and Identically Distributed (IID). This indicates that each data point is sourced independe...DiscussIID vs Non-IID Data in Machine Learning and Deep LearningIID assumption
