kmodes

Kmeans and kmodes implementation in Python

Implementation of Decision Tree Classifier, Esemble Learning, Association Rule Mining and Clustering models(Kmodes & Kprototypes) for Customer attrition analysis of telecommunication company to identify the cause and conditions of the churn.

A Python package for unsupervised mixed datatypes clustering

K Modes Clustering of Customer Data in Health Insurance

Machine learning and NLP-based prototype for clustering student behavioral and perceptual patterns in blended learning and generating personalized recommendation reports.

Medical data clustering: K-Prototypes, elbow method, silhouette analysis, pairwise statistical tests, automated Word reporting. pandas, scikit-learn, kmodes.

Data Analysis Project

This recommendation system made for UK-based company uses data from job platform similar to LinkedIn. KModes Clustering for multiple categorical variables is used to group and return similar candidates.

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K-Prototype Clustering on Blood Transfusion Dataset

Python implementations for efficient SARS-CoV-2 spike protein sequences clustering by variant.

Gym Exercise Recommendation App

HR analytics project focused on workforce segmentation, performance evaluation, and rater-effect validation using dashboarding, K-Modes clustering, and regression analysis.

The python files I used to cluster my data and present it.

Cobalt Strike beacon metadata analysis using K-Modes clustering for defensive threat detection research.

K Clustering algorithms implemented in Rust Programming Language

Unsupervised learning analysis of Spotify audio features using hierarchical clustering, K-Means, DBSCAN, HDBSCAN, K-Modes, PCA, and internal cluster validation.

Este projeto aplica técnicas de clusterização para identificar padrões nos custos de seguros de saúde com base em dados demográficos e comportamentais. Utilizando o algoritmo K-Prototypes, conseguimos agrupar indivíduos levando em consideração variáveis numéricas e categóricas.

Clustering on Countries Dataset

Capstone Project: customer acquisition through segmentation and classification for Arvato Financial Solutions