Dockerfile for a Python-based data science environment with Pandas and Scikit-learn.
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Overview This repository contains a Docker image built for practicing Dockerfile creation as part of the DSCI 522 course. The image extends the quay.io/jupyter/minimal-notebook base image and includes a minimal Conda environment with the following key components:
Python 3.11: The primary programming language for this environment. Pandas 2.2.3: A powerful library for data manipulation and analysis. Scikit-learn 1.5.2: A machine learning library for predictive data analysis. The purpose of this project is to provide a streamlined setup for data science workflows involving Python and Conda.
Content type
Image
Digest
sha256:7f3c2c26b…
Size
635.5 MB
Last updated
almost 2 years ago
docker pull elshu13/dsci522-dockerfile-practice