What is Docker and how is it used in the field of Data Science?

Question

What is Docker and how is it used in the field of Data Science?

Answer 1

Talking about docker, so it is a platform that allows you to run several virtual machines on the top of your existing OS. Each virtual machine is called a container offers its own environment and is isolated from the rest. Now talking about its use in the data science field then mainly it is used to ease the deployment of Machine learning models. Since ML libraries and packages get constant updates and some of them have different behaviour across different OSs often times it becomes difficult to keep track of what version of a set library your project needs. If you want to learn Docker then I would suggest you must take up the following Docker Training Course. You can also read the following Docker tutorial which is available free of cost and a great resource to learn Docker. I am also mentioning a video tutorial for you which you must watch to learn all the basics of Docker. Guess what this tutorial and video both are free of cost.

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