Cluster restaurants based on their menu items

NLP tools for sentence similarity, text classification, text clusterization etc.

Analysis and Visualizations for COVID-19 Bing search engine queries + Classifier pipeline for predicting country based on search query.

Text clustering in spark with scala using LDA Model on a TF-IDF matrix

Clustering of text data -- Final project for the course CS-E4650 Methods of Data Mining at Aalto University

Text analytics projects using NLTK, Scikit-learn and others

Clustering of human generated text

Information Retrieval project implementation

This project is created to test different text vectorization techniques in order to perform further clusterization..

Indonesian Text Clustering about PPKM(Pemberlakuan Pembatasan Kegiatan Masyarakat)

NLP

heuristic Implementations of text clustering and classification with k-means and naive bayes

This is a small project for Big Data Computing course, applying Dimensionality Reduction, Sampling and Clustering for topic detection in text documents.

Text-Clustering

Improve Text Clustering by Adding Side Information using COATES Algorithm

hierarchical clustering for texts, scatter plots, and word clouds

Text clustering, an unsupervised ML technique in NLP, groups similar texts based on content. Techniques like hierarchical, k-means, or density-based clustering categorize unstructured data, unveiling insights and patterns in diverse datasets. This exploration was part of the NLP course in my University of Ottawa master's program in 2023.