The computing power of Linux is much more than that of Windows, plus it comes with excellent hardware support. … To run the Docker containers on NVIDIA Docker, which is an NVIDIA GPU, one can only use a Linux host machine. For GPU-accelerated algorithms, Linux definitely wins.

Which Linux is best for machine learning?

Ubuntu has official support for KubeFlow, Kubernetes, Docker, CUDA, etc., and hence Ubuntu satisfies all our needs mentioned above. Being a popular distro you can find a wealth of information online like support, machine learning tutorials etc. And hence Ubuntu is chosen as the number 1 distro for machine learning!

Is Linux important for machine learning?

Learning linux makes it easier with working using the command line which is a very important skill in data science. In most roles you won’t need to install, manage, and maintain your own Linux machines, but you will need to interact with Linux machines via the command line over ssh.