This is the code repository for the capstone project for MSDS 498 The project was built on bothe AWS and Google Cloud Platform.

• Packages needed for this project

• Basic scoffolding for environment setup and package installation

• script for testing

• Demonstrates how the tables and schemas were setup which store the https://pushshift.io/ data and are access by all other processes

• This uses the https://pushshift.io/ API to get Reddit data from the Loan subreddit
• The requests package is used to retrieve the data
• AWS Lambda runs this script to automaticall get data

• EDA which ultimately determined how features would be created for the model

• The script that created the features for the model

• This is how the features get generated on the fly which are used by the model to make online predictions

• Script that houses the functions to produce online predictions from new pushshift data

• The script that generated the web app
• This is run on the Dash framework

• basic yaml file that Google App Engine needs to deploy the app

• AWS RDS PostgreSQL
• AWS Lambda
• Google AutoML
• Google App Engine