📰 Fake News Detector –

📰 Fake News Detector – NLP & ML Web Application (Python | Streamlit)

I developed a Fake News Detection system that identifies whether a news article is real or fake using Natural Language Processing (NLP) and machine learning classification techniques. The project analyzes textual patterns, word usage, and linguistic features to make accurate predictions.

🔹 Project Features

🧠 NLP-based text preprocessing and feature extraction

🤖 Classification model built using scikit-learn

📰 Detects and classifies news as Fake or Real

🌐 Interactive web application developed with Streamlit

🔹 Technology Stack

Python – Core implementation

scikit-learn – Machine learning & classification algorithms

NLP techniques – Text cleaning, tokenization, vectorization

Streamlit – Web app development and deployment