Ansible EC2 data science enviroment

This playbook spins up Amazon EC2 stop instance with preinstalled packages useful for data science and machine learning related tasks:

miniconda
zsh
vim
tmux
git
CUDA and CUDNN (optional)

Provisioning spot instances from scratch

Setup ansible for use with Amazon EC2: https://aws.amazon.com/ru/blogs/apn/getting-started-with-ansible-and-dynamic-amazon-ec2-inventory-management/
Edit EC2 variables in ec2.yml playbook for your preperences (instance type, spot price, ...)
Spin it up with provision.sh

Configuring provisioned instances

Use ec2-gpu-cuda.yml playbook. By default it will apply to all g2.2xlarge instances (see hosts in the playbook).

References

This playbook uses the following roles:

https://github.com/robinandeer/ansible-miniconda (MIT License)