BrokenShell / Prototype

Example DS Flask App

Prototype Project

Data Science Workshop

Top Features

• Dynamic Data Pipeline
  • User Input => Database => User Output
• Interactive Analytics
  • User Input => Graph Output
• Predictive ML Model
  • User Input => Prediction Output

Design Philosophy

• Readable
• Maintainable
• Extensible
• Declarative
• Polymorphic
• Encapsulated
• Abstractions

Tech Stack

• Business Logic: Python
• Web Framework: Flask
• Database: MongoDB
• Graphs: Altair
• Machine Learning: Scikit
• Data Engineering: Pandas
• Template Engine: Jinja2
• Templates: HTML5
• Styles: CSS 3
• Client Scripting: JavaScript

Build Local Docker Image

docker build . -t prototype

Run Local Docker Image

docker run -it -p 8000:8000 prototype