Project Summary

With this project, I’ll apply and practice various NLP techniques, along with trying my hands on the tidymodels framework. I will use the NLP getting started challenge on kaggle for its dataset and also evaluating model performance using submissions.

Project Goals

  1. Apply and improve NLP skills in R & Python.

  2. Learn and apply tidymodels modelling framework to do reproducible and effective science.

  3. Focus more on model explainability and relative comparison of different algorithms.

  4. Improve skills in PyTorch deep learning framework for model training and prediction.