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1. airbnb-helpfulness-classifier airbnb-helpfulness-classifier Public

   Fine-tuned roberta-base LLM by FacebookAI to grade the helpfulness of reviews in decision making for AirBnB.

   Jupyter Notebook 1

2. standup-comedy-analysis standup-comedy-analysis Public

   An end-to-end data science pipeline for building a NLP model to predict funniness level of stand-up comedy shows. Topics covered include word tokenization, sentiment analysis and topic modelling.

   Jupyter Notebook 1 1

3. yelp-reviews-fraud-detection yelp-reviews-fraud-detection Public

   Yelp Fake Review Fraud Detection project for NUS BT4012 course

   Jupyter Notebook 2

4. default-credit-card-clients-prediction default-credit-card-clients-prediction Public

   A machine learning foundation project to predict defaulting credit card clients. Topics covered are EDA, feature engineering and selection, model evaluation.

   Jupyter Notebook 1