Arfemilano·4d agoDistance, Similarity & Normalization MetricsMany data-mining methods compare records, vectors, or sets. The comparison measure matters: two customers can be “close” by one definition…
Meghamalabaipothu·Aug 7K-Nearest Neighbors (KNN): A Comprehensive Guide to Classification and RegressionAuthor: Meghamala Baipothu
Rafif Shula Syandana·May 6Distance dan Similarity di Machine Learning: Kapan Pakai Euclidean, Jaccard, atau Cosine?Sebelum kita bisa mengelompokkan data, menemukan anomali, atau membuat rekomendasi, kita perlu menjawab satu pertanyaan sederhana, seberapa…
Sarthak Pattanaik·Mar 10The Geometry of the Curse of Dimensionality: Why Distance Metrics Collapse and What It Means for…This is the fourth installment in our ongoing series on the geometric foundations of machine learning. In the first essay, we examined the…A response icon1A response icon1
KoshurAI·Feb 17From Typos to Targets: Understanding Levenshtein Distance with a Real-World ExampleHave you ever typed a search query into Google, made a horrible typo, and yet the search engine magically knew exactly what you meant?
Anvitasreddy·Feb 5Understanding Unsupervised Learning: Distance MetricsIn this blog, I’ll be exploring distance metrics, a core idea behind many unsupervised learning algorithms.
Pavan Ahire·Jan 10From Chebyshev to Mahalanobis: Understanding Distance Metrics in Machine LearningIn Machine Learning, distance metrics or distance methods tell us how similar or different two data points are in a dataset. It is also…
KoshurAI·Jan 2Cosine Similarity: The Secret Sauce Behind Search Engines, ChatGPT, and RecommendationsDive deep into Cosine Similarity! Learn how this powerful metric powers Google, AI, and Netflix. I will explain the math, the logic, and…
Somu M (Ph.D)·Dec 18, 2025Understanding Distance Metrics: From 1D to 2D (with Visuals & C Code)Distance metrics measure how far two points are from each other. They serve as the mathematical backbone of pattern recognition, KNN…
Surajit Majumder·Dec 17, 2025AI Assisted Automatic Shell Re-Entry In Kubernetes PodWritten by — paranjan@in.ibm.com, surajit.majumder@ibm.com, Prodip.Roy2@ibm.com
