Developed a machine learning-based solution to detect fake news in the digital era. Leveraged natural language processing (NLP) and the Passive Aggressive Classifier algorithm. Trained the model on a labeled dataset from kaggle and used TF-IDF for feature extraction. Created a user-friendly web interface using Flask, HTML, CSS, and JavaScript. Results demonstrated high accuracy in detecting fake news. Committed to promoting media literacy and informed decision-making in today's digital age.