Fake news is a common phenomena on internet now a days. It affects every facet of our lives. It influences us in different ways. For example, fake news about the cure of COVID-19 can spread misinformation. To tackle this challenge, you are provided with a dataset to train your model and make predictions for future news if the news is real or fake. Acknowledgements Ahmed H, Traore I, Saad S. (2017) “Detection of Online Fake News Using N-Gram Analysis and Machine Learning Techniques. In: Traore I., Woungang I., Awad A. (eds) Intelligent, Secure, and Dependable Systems in Distributed and Cloud Environments. ISDDC 2017. Lecture Notes in Computer Science, vol 10618. Springer, Cham (pp. 127-138).