The objective of this project is to develop a multi-class classification model to classify news content according to their specific categories specified. The model can be used by Swahili online news platforms to automatically group news according to their categories and help readers find the specific news they want to read, data was gotten from zindi Africa (Swahili News Classification) and kaggle.com