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Docker Data Science Setup

A template for DataScience projects with Docker

Motivation

Spin up Data Science projects with ease, avoiding a virtual environment setup by using Docker, extending compatibility for collaboration by having a operative system agnostic environment.

Run Locally

Build an run containers using docker compose

docker compose up --build notebook

After working you can release resources using:

docker compose down

A Justfile is included!

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Performing linear regression on a California Housing Prices dataset to calculate accurate prices based on features

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