Trying different Machine Learning and Deep Learning approaches for spam filter.
Dataset Link: https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset
- Implented a Naive Bayes Algorithm for Spam Detection.
- Fine-tuned DistillBERT Text classification model for SMS Spam detection using above dataset.
- Fine-tuned BERT-uncased model for Spam Detection.