NLP Topic Modeling

Category
Data Science & ML
Year
2023
Technologies
NLTK, Scikit-learn

Project overview

Semantic analysis of a 52-book corpus. Text is vectorised with TF-IDF then reduced through latent semantic analysis (LSA) to surface dominant themes and group works by content proximity.

Projects

Related work

2025 MusicGenAI Python

Vodoun Funk Studio

AI-powered studio generating traditional-music instrumentals.

2024 Python Kafka PowerBI

SentimentStream

ML pipeline for real-time Twitter sentiment analysis over Kafka.

NLP Topic Modeling

Data Science & ML

2023

NLTK, Scikit-learn

Project overview

Related work

Vodoun Funk Studio

SentimentStream