Source: medium.com

MLOPS Task 3

Category: Jenkins, github, machine-learning

Problem Statement : Create container image that’s has Python3 and Keras or numpy installed using dockerfile. Create a job chain of job1, job2, job3, job4 and job5 using build pipeline plugin in Jenkins. Job1 : Pull the Github repo automatically when some developers push repo to Github. Job2 : By looking at the code or program file, Jenkins should automatically start the respective machine learning software installed interpreter install image container to deploy code and start training( eg.

Creation of Job 6: Monitoring the Container