Depression Detection using Social Media Posts
Major project developing a machine learning application using NLP techniques. Performed tokenization, stop-word removal, stemming, sentiment analysis, and classification using SVM and Naive Bayes. Improved model accuracy through training and testing and visualized insights using charts and graphs.