gaussian-mixture-clustering

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alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

Customer Segmentation Using Unsupervised Machine Learning Algorithms

python data-science data clustering exploratory-data-analysis machine-learning-algorithms feature-selection unsupervised-learning kmeans-clustering dbscan-clustering agglomerative-clustering feature-importance customer-segmentation cleaning-data hyperparameter-selection outlier-analysis hirarchical-clustering minibatchkmeans-clustering gaussian-mixture-clustering

Updated Jul 10, 2023
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adelelwan24 / Credit-Card-Customer-Segmentation

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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.

python pca kmeans tsne dbscan agglomerative-clustering kernel-pca hirarchical-clustering gaussian-mixture-clustering

Updated Apr 18, 2024
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jose-jpm-magalhaes / Data_Mining

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

data-mining clustering eda pca-analysis classification hyperparameter-tuning svm-classifier k-means-clustering gridsearchcv knn-classifier silhouette-analysis gaussian-mixture-clustering

Updated Aug 12, 2022
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