Uses K-Means unsupervised machine learning algorithm and Principal Component Analysis to cluster cryptocurrencies based on performance in selected periods.
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Updated
Nov 3, 2022 - Jupyter Notebook
Uses K-Means unsupervised machine learning algorithm and Principal Component Analysis to cluster cryptocurrencies based on performance in selected periods.
This is the 6th and final (capstone) project of Udacity's Predictive Analytics Nanodegree
An optimised implementation of the tau statistic (relative prevalence ratio form), originally from R's IDSpatialStats package.
An exploration of cervical cancer risk data using Principle Component Analysis (PCA) and clustering algorithms
Machine Learning Projects
Document Clustering. Used K-Means algorithm to classify documents in categories and KNN algorithm to classify unknown documents.
Text Clustering for Natural Languages
How to use clustering to understand a city and make suggestions on where to go for food / coffee / amusement etc.
In this project, short document clustering algorithms for English language.
A personal project to explore Quarto functionality in R. I love💖
Segmentation of the Statistics Canada’s Set of Proximity Measures – A Clustering Algorithm Approach. UBC MDS capstone project for Statistics Canada.
Visual Assessment of Clustering Tendency for Finding the Number of Clusters in Datasets
This is my 6th semester Essentials of Data Analytics project.
Identify Archetypes among Genshin Impact Players
Build a clustering model to study driver behaviors and lifetime value.
Code for running various online constrained clustering methods with different parameter combinations.
A short exercise using R to perform unsupervised machine learning (clustering) on a sample data set.
This repo was made to fulfill IYKRA Data MBA Capstone Project requirement using confidential data from goersapp.com database.
Utilized unsupervised machine learning techniques (including Dimensionality Reduction and k-Means Cluster Analysis) to identify cryptocurrency groupings.
Solutions for different datasets in Kaggle Website
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