[ONLINE] Hands-On Intro to MLOps in Google Cloud Workshop-Bibin Varghese @Google
Howdy GDG Enthusiasts !!
Let’s learn about MLOps 🙂
We are Organizing this event in partnership with Houston Google Cloud Platform User Group.
ML and other software systems are similar in continuous integration of source control, unit testing, integration testing, and continuous delivery of the software module or the package.
There are a few notable differences:
– CI is no longer only about testing and validating code and components, but also testing and validating data, data schemas, and models.
– CD is no longer about a single software package or a service, but a system (an ML training pipeline) that should automatically deploy another service (model prediction service).
– CT is a new property, unique to ML systems, that’s concerned with automatically retraining and serving the models.
After Intro, We will together do Hands-on Labs to try out Kubeflow using Qwiklabs. All attendees will get access to Qwiklabs during the session and Qwiklabs access to do any labs for 30 days !!