Project Title: Fake News Detection Systsem.

Project Description.

This AI system is capable fo classify news into two broad categories: Real and Fake news. The data was gotten from Kaggle. Some of the steps involved in the model training include:

Download and unzip "news-transformer" here

• Turning texts into lower case.
• Removal of numbers.
• Removal of symbols, special characters and white spaces.
• Removal of stopwords (english).
• stemming of words.
• Text transformation using TF-IDF Vectorizer.

Tools and Libraries Used

• re
• CSS
• HTML
• NLTK
• Pickle
• Django
• Seaborn
• Matplotlib
• JavaScript
• Scikit-learn
• Pandas (Python)
• Visual Studio Code (IDE)