Git and GitHub for Aspiring Data Scientist

Git and GitHub for Aspiring Data Scientist

Git and GitHub for Aspiring Data Scientist. Its goals include speed, data integrity, and support for distributed, non-linear workflows. Git was created by Linus Torvalds, GitHub

Git is a distributed version control system for tracking changes in source code during software development.

A version control system is software that keeps a record of the changes done in the file(code).

There are 3 types of Version Control Systems:

  1. Local Version Control System- developers keep track of their code in a database present on their computer.
  2. Centralized Version Control System- developers keep track of their code in a database present in the cloud.
  • CVCS contains just one repository.
  • In CVCS, user have to get a copy from the server, make changes and commit to the main repository.
  • Working on brunch is difficult in CVCS.
  • No offline access.
  • CVCS is slower.

3 Distributed Version Control System- developers keep track of their code in a database present on their computer as well as on the cloud.

  • DVCS can have may repositories.
  • In DVCS, each user will have their local repository as well as a repository in the server.
  • Working on brunch is easier in DVCS.
  • Can be accessed offline in a local repository.
  • DVCS is faster.

git programming data-science development software-development

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