chaoyingc/Docker

This repository creates a data science work enviroment in docker container

Docker:

Docker provides a software layer that sits above the operating system to support containerization.Containers allow a developer to package up an application with all of the parts it needs, such as libraries and other dependencies, and ship it all out as one package. Installation: For Mac : Mac For windows: Windows For Ubuntu :Ubuntu

How does it work:

This repository creates a data science work enviroment in docker container, the dockerfile pulls installs python3,numpy,pandas,sklearn,jupyter, venv and git from Ubuntu and creates a container with a virtual environement Ubuntu,and jupyter notebook in it.

run the Dockerfile:

1, get this repository in local:

$ git clone https://github.com/chaoyingc/Docker.git
$ cd Docker

2, pull ubuntu image:

$ docker pull ubuntu

2, To see which images are present locally, use the command:

$ docker images

3,build a container based in the docker image:

$ docker build -t image_name .

4, run the container :

$ docker run container_name

You will the url of jupyter notebook to work with.