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
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
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)
- Pull the
data-science-toolboximage 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
- 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
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