In the digital age that we live in, fake news is a significant challenge, as it has the potential to hurt real-world communities by spreading misinformation, ruining reputations, and causing social unrest. With easy access to social media platforms and other online sources of information, it is almost impossible to distinguish between real and fake news.ML techniques have displayed promising results in identifying fake news by analysing vast amounts of data which identifies patterns and provides outcomes that are based on those patterns.











