Fake News Detection Using Machine Learning

Inspiration

No to spread false news

What it does

Predicts the fake news

How we built it

I build it using python and NLP techniques

Challenges we ran into

NLP

Accomplishments that we're proud of

I have got 99% of accuracy to predict the false news and true news.

What we learned

I have learned Vectorizing and applying TF-IDF.

What's next for Fake News Detection Using Machine Learning

We employ the TF-IDF vectorizer method, one of numerous feature extraction techniques. When the original raw data is highly different and cannot be used for machine learning modelling, feature extraction is typically performed.

Built With

• natural-language-processing
• python