Howdy GDG Cloud Enthusiasts!!
Let's learn about MLOps :)
GDG Capital Region is organizing this event in partnership with GDG Houston and 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 !!
WHAT YOU'LL NEED:
This is a hands-on workshop. Get ready with a laptop and charger (PC, Mac or Chromebook)! The labs will run on all of the latest versions of the popular browsers. For the best experience, make sure your laptop has Firefox or Chrome installed.
11:00 AM -- Welcome, Introductions and Qwiklabs Setup
11:15 AM -- Bibin Varghese - MLOps: Continuous delivery and automation pipelines in machine learning
11:45 AM -- Qwiklabs to try out Kubeflow
1:00 PM -- Q&A
1:15 PM -- Feedback and Raffle
Bibin Varghese currently works at Google as a Customer Engineer for Google Cloud. He works on integration strategies, enterprise architectures, platforms, and application infrastructure required to successfully implement a complete solution using best practices on Google Cloud. Support Enterprise companies and focus on Retailers and Real Estate in PNW. Worked at Nordstrom as the Principal Engineer of Planning and Replenishment Stack. Worked at Oracle Retail in Oracle Consulting and implemented solutions for multiple retailers globally.
Tuesday, June 27, 2020
12:00 PM to 2:30 PM EDT
This is an online event using Google Meet. You will be able to access the link after you RSVP.
Looking forward to seeing you all Virtually!