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Liang Tan's Projects

loan-risk-analysis-lending-club icon loan-risk-analysis-lending-club

I do the loan risk analysis for Lending Club. It is a typical end to end data science problem. I Analyze the loan risk through predicting interest rate and final loan status.

montreal-forced-aligner icon montreal-forced-aligner

Command line utility for forced alignment using Kaldi. Forked from https://github.com/MontrealCorpusTools/Montreal-Forced-Aligner/fork

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ridematch icon ridematch

This is the RideMatch project, which provides students a platform to post pick up request in airport.

sensordata-project icon sensordata-project

Sensors data is a company providing big data analysis services. I do the signup behavior analysis for sensors data website.This is a end to end data science problem. The process includes data reading & cleaning, exploration data analysis, feature engineering and model building.

yelp-business-analysis icon yelp-business-analysis

Yelp public their business data online. I am interested in the rationality of users' rating score based on users' reviews. Therefore, I decide to study this problem from Data Scientist perspective. I also make use of current rating system to build recommendation system for users.

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