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GitHub topics: gaussian-mixture-clustering

adelelwan24/Credit-Card-Customer-Segmentation

This repository implements customer segmentation techniques to analyze credit card user behavior and identify distinct customer groups. By leveraging Python libraries like pandas, Scipy and scikit-learn.

Language: Jupyter Notebook - Size: 36.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

alifrmf/Customer-Segmentation-Using-Clustering-Algorithms

Customer Segmentation Using Unsupervised Machine Learning Algorithms

Language: Jupyter Notebook - Size: 74.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0

josepaulosa/Data_Mining

Data Mining - EDA, Feature Selection, Standardize, Remove Global Outliers, Normalize, Feature Extraction (with PCA), Clustering, Classification (baseline models and hyperparameter tuning with GridSearchCV).

Language: Jupyter Notebook - Size: 962 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

Related Keywords
gaussian-mixture-clustering 3 agglomerative-clustering 2 hirarchical-clustering 2 python 2 clustering 2 machine-learning-algorithms 1 minibatchkmeans-clustering 1 outlier-analysis 1 unsupervised-learning 1 classification 1 data-mining 1 eda 1 gridsearchcv 1 hyperparameter-tuning 1 k-means-clustering 1 knn-classifier 1 pca-analysis 1 silhouette-analysis 1 svm-classifier 1 kmeans-clustering 1 hyperparameter-selection 1 feature-importance 1 exploratory-data-analysis 1 dbscan-clustering 1 data-science 1 data 1 customer-segmentation 1 cleaning-data 1 tsne 1 pca 1 kmeans 1 kernel-pca 1 dbscan 1