Echo Q. Shen's repositories
echoqshen
Config files for my GitHub profile.
Final_project
To predict US unemployment rate, API call to scrape data, store on AWS RDS, link to PostgraSQL, 3 ML models to train and test, JavaScript and D3 library to visualize results
hello-flask-heroku
A hello world app in Flask for deploying to Heroku.
Credit_Risk_Analysis
Use different techniques to train and evaluate different machine learning models to predict credit risk with unbalanced classes
Amazon_Vine_Analysis
We used PySpark to perform the ETL process to extract and transform the data, connect to an AWS RDS instance, load the transformed data into pgAdmin and calculate different metrics
MechaCar_Statistical_Analysis
Use R to analyze metrics that can affect the manufacturing a new car prototype and compare vehicle performance across different manufacturer lots.
Bikesharing_Visulization
present a solid business proposal to key stakeholders with a review of a bike trip analysis for NYC using Tableau and present it to key stakeholders for a bike trip analysis