Unsupervised Learning and Data Visualization project on Pokemon stats data

clustering

This repository includes the data analysis of the dataset 'Early Childhood Caries'. This analysis includes several preprocessing steps, association rule mining, 5 different classification and 3 different clustering models.

NLP on Women's Clothing Text Reviews

Python Prototype Clustering: an implementation of minimax linkage for hierarchical clustering

An Entropic Approach to Hierarchical Cluster Analysis

customer segmentation by rfm analysis

Data Visualizations from my Master's thesis.

I am placing my homework for Intro to Machine Learning courses where I have implemented various learning algorithms.

Python implementation of minimax-linkage hierarchical clustering

In this project, we will first firstly implement RFM Analysis to group customers according to RFM metrics and then the same customers will be segmented by using K-Means and Hierarchical Clustering algortihms.

Perform Principal component analysis and perform clustering using first 3 principal component scores (both heirarchial and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining who shows it …

A project experimenting with implementing clustering algorithms in R

A python library for evaluating Hierarchical Clustering

This repo explores KMeans and Agglomerative Clustering effectiveness in simplifying large datasets for ML. Goals include dataset download, finding optimal clusters via Elbow and Silhouette methods, comparing clustering techniques, validating optimal clusters, tuning hyperparameters. Detailed explanations and analysis are provided.

Hiearchial clustering manual with example

A project leveraging classification and clustering algorithms to determine the sentiment of tweets, distinguishing between hatred and non-hatred content

Credit Card User Segmentation With Clustering Techniques: Project for Math 156 (Machine Learning) at UCLA, Fall 2023

Hierarchical Clustering Algorithm on Wine Clustering data with dendograms visualization.

This repository contains the code and analysis for a research project aimed at enhancing social media impact for food safety security organizations. The project focuses on understanding text tone preferences based on user demographics using machine learning techniques.