isabella232 / docker-data-science-toolbox

Data Science Command Line Toolbox in a docker container

Docker Container for Data Science Toolbox (DST)

This docker container is to make all data science tools available in a container to start your data science work in seconds.

More details about the project

• Data Science at the Command Line
• Data Science Toolbox

Before moving to know about What, Why and How to use DST. I wanted to acknowledge Jeroen Janssens for such a wonderful tool kit for data science.

Here is the blog post to know more about this docker-data-science-toolbox

How to use docker container

The simple and quick way to use this data-science-toolbox is as follows.

Softwares required to use docker container

• Docker (Tested version 1.12.1)

Steps to use container

• Pull the data-science-toolbox image from the docker hub

docker pull appsecco/data-science-toolbox

• Use the docker container with interactive shell and persistent storage from host system

docker run -v `pwd`:/data -it appsecco/data-science-toolbox sh

• Then start working with your data science operations

Buiding docker image

• Clone the git repository

git clone https://github.com/appsecco/docker-data-science-toolbox.git

• Start the build by running below command

cd docker-data-science-toolbox
docker build -t data-science-toolbox .

• Then start the container by running

docker run -v `pwd`:/data -it data-science-toolbox sh

• Then start working with your data science operations

Docker-Data-Science-Toolbox in Action

To-Do list

Please have a look at to-do list

Please feel free to make a pull request or tweet to me @madhuakula for improvements and suggestions