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Showing posts from May, 2021

Containerizing Machine Learning

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  Containerizing M achine Learning Docker  :- Docker  is an open platform for developing, shipping, and running applications.  Docker , an open source project was  launched  in 2013. Its primary focus is to automate the deployment of applications inside software containers and the automation of operating system level virtualization on Linux. It's more lightweight than standard Containers and boots up in seconds. The crucial advantage of Docker is that it is agile. It has  Consistent and Isolated Environment. It has cost effectiveness and fast deployement A  Docker container  image is a lightweight, standalone, executable package of software that includes everything needed to run an application: code, runtime, system tools, system libraries and settings. Steps to be done:-  1)Pull the Docker container image of CentOS image from DockerHub and create a new container 2)Create a container using docker you can also name this container. 3)Now w...