data-science-interview/README.md

Data Science Pair Interview

Requirements

• Python 3.11 (you can change this in the pyproject.toml file)
• Docker
• Ngrok
• GNU Make

Usage

Get Setup

Create your local environment with

poetry install

Make you Dataset

src/interview/data.py contains an example function to build the classic Iris dataset. You can build this with

poetry run make-data

Run the Notebook with Docker

Build the container and run the notebook with

make build run

This will copy your data and notebook to the container, install any packages you specified in your pyproject.toml file, then run the notebook in the container. Jupyter will be available on port 8888.