~ / skills / clustering

Clustering

Where I've used it:

PROJECTS

Information Retrieval System

A search engine built from scratch on the vector space model: documents and queries become weighted vectors, ranked by similarity, with clustering, a web crawler, and evaluation on standard test collections.

Python Information Retrieval TF-IDF Clustering NLP Streamlit Web Crawling

DATA · SCIENCE github ↗

Household Energy Consumption Analysis

A statistical analysis of four years of household electric power measurements, using hypothesis testing, regression, PCA, and clustering to find consumption patterns.

R Statistics Hypothesis Testing Regression PCA Clustering ANOVA