Fake news detection using ML

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  Real data

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  Fake data

Fake Or Real news

Today we hear more news from YouTube, Facebook, Instagram, etc., but we don't know if the news is actual or fake. We believe it blindly and we feel it is true. I have heard that Machine Learning is used to predict the output of some data.

By using Machine Learning it predicts whether the news is right or wrong. As we have trained with more data, we will achieve a certain accuracy in detecting false news.

It is built using python libraries such as numpy, pandas, nltk, decisiontree classifier, word cloud, logistic regression, random forest classifier, and many other libraries. After constructing the model, I tested the data of the model by giving fake news and real news. And I got the right result for it.

Since detecting fake news nowadays is a common problem, this project will resolve this problem. This project can be taken to the industrial real time project. There are many other ways in which the project can be carried out. For the future enhancement of this project, I am working to develop an application on it.

Built With

• machine-learning
• python