Valeria Purba·23h agoCara Mengelompokkan Pelanggan Mall dengan K-Means Clustering (Gampang, Cocok buat Pemula!)Pernah nggak sih kamu kepikiran, gimana caranya mall tahu pelanggan mana yang harus dikasih promo apa? Masa semua pelanggan dikasih promo…
InTowards AIbyMichalzarnecki·Oct 28From Customer Segments to Reliable Anomalies: K-Means, PCA, Missing Data, and DBSCAN — Machine…In the previous part, we transformed raw Online Retail order lines into a table in which one row represents one customer. This is already a…
Odekunle Foyinsola·Oct 5What If We Don’t Know the Right Answer Yet?Most machine learning examples start with a target.A response icon1A response icon1
Ivo Bernardo·Sep 17The AI Handbook for the Curious Mind: Chapter 4.2.1K-Means: An Intuitive Clustering Algorithm
Rina Mondal·Sep 13From Vectors to K-Means Clustering: How Mathematics Helps Us Find Groups in DataWhen we look at a dataset, we may see customers, images, documents, products, or students. A computer, however, needs these observations to…
InTowards AIbyBassem Essameldin Omar·Aug 23Practical IP-Level Unsupervised Classification Using HDBSCAN and K-MeansA recurring challenge in network analytics arises when two distinct consumer brands are operated by the same legal entity and share a…A response icon1A response icon1
betul·Aug 16Müşteri Segmentasyonu: Mall Customers Veri Seti ile Davranışsal Analiz ve Makine Öğrenmesi…Müşteri Segmentasyonu: Mall Customers Veri Seti ile Davranışsal Analiz ve Makine Öğrenmesi Uygulamaları Bu çalışma, alışveriş merkezi…
Alessandro Pieraccini·Aug 14Unsupervised Learning for customer segmentation: comparing advanced clustering methods in practiceWhat changes when K-Means, K-Medoids, Ward hierarchical clustering, DBSCAN and Gaussian Mixtures see the same 8,950 credit-card customers?
Farjana Ferdausi·Aug 10From K-Means and Hierarchical Clustering to PCA and DBSCAN: Building an Unsupervised Learning…A practical deep dive into clustering, dimensionality reduction, evaluation, visualization, and production considerations using Python and…
Mayurichikale·Jul 29Understanding K-Means Clustering: My Learning Experience with an Important Machine Learning…Introduction
