---
title: How do you improve the CI/CD and MLOps Pipeline? One way is to gather…
type: post
date: 2023-02-22
source: linkedin
original_url: "https://www.linkedin.com/feed/update/urn%3Ali%3AgroupPost%3A2777187-7034207980749209600"
topics: ["devops", "trends"]
summary: 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…
draft: false
---

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