kmeans-clustering-algorithm

Implementing Kmeans on a College Students database based on their iq and cgpa and using creating linear regression model to predict the clusters students belong to

machine-learning linear-regression machine-learning-algorithms algorithm-challenges kmeans-clustering kmeans-clustering-algorithm

UpdatedJul 16, 2022
Jupyter Notebook

JangirSumit /kmeans-clustering

Star9

K Means Clustering - Unsupervised learning

machine-learning machine-learning-algorithms artificial-intelligence supervised-learning machinelearning kmeans kmeans-clustering kmeans-algorithm supervised-machine-learning kmeans-clustering-algorithm

UpdatedJun 9, 2019
Jupyter Notebook

arnab39 /Machine-Learning-Codes

Star9

Python implementation of basic machine learning algorithms

genetic-algorithm gaussian-mixture-models artificial-neural-networks pyth gmm decision-tree-classifier knn-classification id3-algorithm kmeans-clustering-algorithm

UpdatedOct 25, 2018
Python

Niranjankumar-c /CustomerSegmentation-Banking

Star9

Develop a customer segmentation to define marketing strategy. Used PCA to reduce dimensions of the dataset and KMeans++ clustering technique is used for clustering and profiling of clusters.

clustering dimensionality-reduction silhouette principal-component-analysis kmeans-clustering kmeans-plus-plus kmeans-clustering-algorithm

UpdatedJul 27, 2019
Jupyter Notebook

g-aditi /customer-personality-analysis

Star7

Using a Kaggle dataset, customer personality was analysed on the basis of their spending habits, income, education, and family size. K-Means, XGBoost, and SHAP Analysis were performed.

python machine-learning xgboost kmeans kmeans-clustering xgboost-algorithm xgboost-model kmeans-clustering-algorithm shapley-additive-explanations customer-personas shap-analysis customer-personality-analysis

UpdatedNov 4, 2021
Jupyter Notebook

abythomas /Improved-K-means-Clustering-Algorithm

Star7

An improved k-means clustering algorithm with improved centroid selection and clustering functions

python kmeans kmeans-algorithm kmeans-clustering-algorithm

UpdatedMay 8, 2018
Python

anushkaparadkar /R-Projects

Star7

List of mini projects done in R programming language to learn and master it

data-science ggplot2 random-forest linear-regression data-visualization data-analysis predictive-analytics rprogramming kmeans-clustering-algorithm

UpdatedMar 28, 2020
Jupyter Notebook

JaswanthBadvelu /Optimal_DC_locator

Star7

Using a modified weighted K-means clustering model with custom distance to find the optimal distribution centers

kmeans-clustering-algorithm

UpdatedJan 8, 2021
Jupyter Notebook

elrizwiraswara /kmeansapp

Sponsor

Star6

Analysis of patient disease data using K-Means Clustering algorithm

dart clustering kmeans flutter kmeans-clustering-algorithm flutter-web

UpdatedJul 22, 2025
Dart

diardanoraihan /Coursera_Capstone

Star6

The IBM Applied Data Science Capstone: The Battle of the Neighborhoods. The project is to cluster Toronto neighborhoods using KMeans to find the best location for starting a coffee shop business.

web-scraping foursquare-api kmeans-clustering-algorithm coursera-capstone folium-maps