5. Docker

Docker provides container software that is ideal for developers and teams looking to get started and experimenting with container-based applications.   
The docker can make each software or app or imaging run separately in the container. You also can build you imaging according to your needs in your work. More basic tutorials about Docker link here (https://neurohackweek.github.io/docker-for-scientists/). Docker is also very popularly used in the neuroimaging analysis recently.

6. Brain Imaging Data Structure(BIDS) 

BIDS, a format for organizing and describing outputs of neuroimaging experiments \cite{Gorgolewski_2016}.
One of the big problems for (f)MRI data analysis is data organization in the directory. In the fMRI experiment,  it consists of BOLD data, anatomy data, behavioral data (Fig.2). The researchers can use BIDS app to make their data in a more standard format and order. The benefit can be listed as follows:
  1. It will be easier for sharing your data. 
  2. It can make your data more integrity and order.
  3. People will read and understand easier.
  4. Many data analysis software all support BIDS formats.
PyBIDS is a Python library to centralize interactions with datasets in compliance with BIDS format. For more information about BIDS visit here (http://bids.neuroimaging.io). More command lines with Python link here (https://bids-standard.github.io/pybids/).
Here is an example for explaining how to use PyBIDS to reorganize (f)MRI data. More detailed information and tutorials you can check here (https://github.com/bids-standard/pybids/blob/master/examples/pybids%20tutorial.ipynb).