# Clustering
2 posts
Analysis of State Schools in Scotland: K-Means Clustering by Deprivation Rate and Pupils Quantity
12 min read Analytics
A data-driven analysis of 2,431 Scottish state schools using K-Means clustering to categorize local authorities by pupil density and SIMD deprivation scores to identify areas requiring NGO support.
Machine LearningUnsupervised LearningClusteringK-Means ClusteringData Analytics
FIFA23 Players Analysis: k-Means Clustering
9 min read Analytics
An independent project using Python and k-Means clustering to classify over 10,000 FIFA 23 players into distinct performance segments based on Kaggle data.
Machine LearningUnsupervised LearningArtificial IntelligenceClusteringK-Means Clustering