peterwei425

I am passionate about data science and analytics :)

University of MinnesotaMinneapolis

Pinned Repositories

Resume-Fraud-Detection
This project develops a resume fraud detection feature and created a resume system scoring system using NLTK, TIKA and DOCX in Python
Language:Jupyter Notebook20
Interdisciplinary-Health-Data-Competition
This project performed exploratory data analysis on over 60K drug data in R and Python; Provided policy recommendations which potentially bring $14.2M net savings for the Minnesota Government
Language:Jupyter Notebook00
Judging-a-book-by-its-cover
This project predicted books' popularities based on their covers through CNN, interpreted the model result using LIME, and generated the most popular cover using GAN in Python (PyTorch)
Language:Python00
My-Website
I am building my Github website
Language:JavaScript00
stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) course at University Wisconsin-Madison
Language:Jupyter Notebook00
Yelp-Review-Analysis
This project summarized restaurant performances from over 6M restaurant reviews, performed sentiment analysis and extracted key messages through LDA on AWS (S3, EC2, EMR), PySpark and Python
Language:Jupyter Notebook00

peterwei425/My-Website
I am building my Github website
Language:JavaScript
peterwei425/Interdisciplinary-Health-Data-Competition
This project performed exploratory data analysis on over 60K drug data in R and Python; Provided policy recommendations which potentially bring $14.2M net savings for the Minnesota Government
Language:Jupyter Notebook
peterwei425/Judging-a-book-by-its-cover
This project predicted books' popularities based on their covers through CNN, interpreted the model result using LIME, and generated the most popular cover using GAN in Python (PyTorch)
Language:Python
peterwei425/Yelp-Review-Analysis
This project summarized restaurant performances from over 6M restaurant reviews, performed sentiment analysis and extracted key messages through LDA on AWS (S3, EC2, EMR), PySpark and Python
Language:Jupyter Notebook
peterwei425/Resume-Fraud-Detection
This project develops a resume fraud detection feature and created a resume system scoring system using NLTK, TIKA and DOCX in Python
Language:Jupyter Notebook2
peterwei425/stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) course at University Wisconsin-Madison
Language:Jupyter Notebook