Collection of the codes and report for the project done in the course "Deep Learning"
Project title: Comparison among the performance of three models in intent classification on the HarperValleyBank dataset
- Dataset: Harper Valley Bank dataset
- Models:
- CNN based
- BERT based
- DistilBert based
Details of the project can be found in the attached report.
Course teacher: Dr. Mohammad Ariful Haque, Professor, Dept of EEE, BUET
Topics covered in the course:
- Deep learning basics
- Deep learning tools
- Convolutional neural network
- Recurrent neural network
- Attention and Transformer
- Unsupervised and Self-supervised learning