Unsupervised Learning and Data Visualization project on Pokemon stats data

A few R programs to simulate many fundamental data mining algorithms

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.

An Entropic Approach to Hierarchical Cluster Analysis

Clustering on Cereals Data

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.

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 algorithms for Pharo

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.

Data Mining project (Fall2023) involving the classification and clustering of Sars-Cov-2 gene expression RNA-seq data

Clustering engineering schools from data.gov API

Contains code to run and visualize techniques like Clustering, PCA, Generative Modeling on publicly available data.

The exercises of Practical Data Structures and Algorithms course in NTU