NLP data classification and Analysis

In this project of mine, I have worked with textual data analysis, classification, and handling imbalance datasets using SMOTE technique for performing analysis and classification of the text data.

Projects nature

I've done sentiment analysis/classification, spam detection of emails. The datasets are present in the repo, wither as it is or their link is provided in the notebook itself. Here're the spam emails dataset and twitter sentiment analysis hate speech dataset.

Learning Resources

• Complete NLP Hands on course
• Email Spam Detection Hands on project
• Sentiment Analysis Hands on project
• Text classification with PyTorch