Nicha RuchirawatinTowards Data Science6 Tips to Optimize an NLP Topic Model for InterpretabilityWith so much text outputted on digital platforms, the ability to automatically understand key topic trends can reveal tremendous insight…Nov 1, 20203Nov 1, 20203
Nicha RuchirawatinTowards Data ScienceIt’s Time to Optimize Data Algorithms with Fairness ConsiderationsWhy predictive power and fancy model metrics do not tell the whole story…May 17, 2020May 17, 2020
Nicha RuchirawatCollocations — identifying phrases that act like single words in Natural Language ProcessingWhat is a collocation? It is a phrase consisting of more than one word but these words more commonly co-occur in a given context than its…Mar 16, 20187Mar 16, 20187
Nicha RuchirawatinQuick CodeYelp Reviews Sentiment Prediction via PySpark, MongoDB, AWS EMRBy: Nicha Ruchirawat, Tina Peng, Maise LyFeb 1, 20181Feb 1, 20181