2019~2020

House prices prediction

Find out what factors contribute to the sale prices of houses in the US.

Predicting air passengers

Predict the volume of air passengers with XGBoost.

Electricity consumption decomposition

Non-Intrusive Load Monitoring (NILM) using ELM, XGBoost and LightGBM.

NLP DataCamp with Capgemini Invent

NLP of restaurant reviews from TripAdvisor and Google Maps.

Fast MF for online recommendation

Implementation of eALS algorithm for fast Matrix Factorization for Online Recommendation with implicit feedback using PySpark.