Shannon KaoConcrete Jungle Where Data Dreams Are Made OfAnd no, we don’t mean AI hallucinations.Dec 5
InMITB For AllbyJames Koh, PhDSingular Value Decomposition — Explained step by step with codeWhat it is intuitively, with numbers to illustrateFeb 61
Connie ZhouApplied Machine Learning — Part 25 Understanding DNN Backpropagation: A Powerful Tool in Machine…IntroductionJul 1Jul 1
Connie ZhouApplied Machine Learning — Part 12 : Principal Coordinate Analysis (PCoA) in PythonIn the vast landscape of data analysis, uncovering hidden patterns and relationships is often the key to unlocking valuable insights…Apr 1Apr 1
Connie ZhouApplied Machine Learning — Part 24 A Practical Guide: Loss and Gradient in Deep Neural NetworksDeep neural networks (DNNs) have revolutionized many fields, from computer vision to natural language processing. Central to the training…Jun 24Jun 24
Shannon KaoConcrete Jungle Where Data Dreams Are Made OfAnd no, we don’t mean AI hallucinations.Dec 5
InMITB For AllbyJames Koh, PhDSingular Value Decomposition — Explained step by step with codeWhat it is intuitively, with numbers to illustrateFeb 61
Connie ZhouApplied Machine Learning — Part 25 Understanding DNN Backpropagation: A Powerful Tool in Machine…IntroductionJul 1
Connie ZhouApplied Machine Learning — Part 12 : Principal Coordinate Analysis (PCoA) in PythonIn the vast landscape of data analysis, uncovering hidden patterns and relationships is often the key to unlocking valuable insights…Apr 1
Connie ZhouApplied Machine Learning — Part 24 A Practical Guide: Loss and Gradient in Deep Neural NetworksDeep neural networks (DNNs) have revolutionized many fields, from computer vision to natural language processing. Central to the training…Jun 24
Connie ZhouApplied Machine Learning — Part 16 Bird Classification Using Neural NetworksBird classification has long been a challenging task for both ornithologists and machine learning enthusiasts alike. With the advent of…Apr 29
Connie ZhouApplied Machine Learning — Part 23 Why you need Gaussian Mixture Models (GMM) instead of K-meansWhy Gaussian Mixture Models Matter in Machine LearningJun 17
Connie ZhouMastering Machine Learning — Part 1: Start from Binary to Multi-Class Classification iPythonIn the vast landscape of machine learning, classification is a fundamental task that involves categorizing data into different classes or…Jan 15
