Fake News Detection in Python with Machine Learning | Final Year Projects for CSE
In today’s world, lots of wrong information is spread around. We want to make a system using Python that can find out if news is true or fake. Python is a computer language that helps us do this. We’ll use special techniques and tools in Python to understand the news better. Our system will learn from good and bad news examples to figure out what’s true and what’s not. This helps people know what to trust when they read news online. It’s like having a smart helper that checks if news is real or made up to keep everyone safe from lies.
Project Working of Fake News Prediction using Machine Learning Python:-
Fake News Detection using Machine Learning, this project developed using python programming language and tkinter is used for developing graphical user interface. Machine Learning model is trained on large dataset that contain real and fake news. User have to copy any news and paste in text frame and then click on Predict button for prediction of fake news. If user enter fake news in text frame then model will predict that news is false or if user enter true news then it will predict true.
User have to write news in text area and click on predict button so if the user entered wrong news then it show that entered new is not correct, or if the entered new is not correct then model shows fake news.
Fake News Detection Project using Project
Advantages of Fake News Detection using Deep Learning System:-
1.Trustworthy Information: Makes sure people get news they can trust.
2.Promotes Media Literacy:Helps people think smart about where news comes from.
3.Reduces Misinformation: Stops false news from spreading.
4.Empowers Users: Gives people the power to make good choices about what they believe.
5.Enhances Online Safety: Keeps people safe from lies and tricks online.
6.Contributes to an Informed Society: Helps everyone know more and make better decisions.
Software Requirements :-
- Coding Language : Python
- Implementation: Software Framework.
- Operating system : Windows 10 / 11.
- Graphical User Interface : Tkinter
Hardware Requirement:-
- Input Devices : Keyboard, Mouse.
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- RAM : 4 GB.
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