How do you improve the CI/CD and MLOps Pipeline? One way is to gather…
How do you improve the CI/CD and MLOps Pipeline? One way is to gather the required metrics to track your DevOps CI/CD and MLOps Pipeline. Some of the suggested metrics are -
Commit to Deployment Time- The average time from commit to deployment.
Number of Failures - Number of Failures due to code, configuration, or policy violations
The number of Code Changes - Number of code changes/features in the commit.
Frequency of Deployment - Number of deployments
Time to Fix failures - Average time required to fix deployments
Training Time - Time to train the ML model