How Long Should It Take To Set Up a DS/ML CICD Pipeline on Azure Cloud?

Moussa Taifi PhD
7 min readNov 12, 2021

Azure Devops is a fantastic set of Devops and CI/CD tools for Azure Cloud users. However, one concern I imagine many new Data/DS/ML engineers have on their mind is:

How long will it take me to set up a CICD pipeline for my data/ds/ml workflow on Azure Devops?

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Moussa Taifi PhD

Senior Data Science Platform Engineer — CS PhD— Cloudamize-Appnexus-Xandr-AT&T-Microsoft — Books: www.moussataifi.com/books