[In-person] MLOps workshop with TensorFlow and Vertex AI

Event details :

This event is an in-person event and please request the invite at https://forms.gle/sBijcofcXSmqwwsYA
Only people with invite will be allowed to attend the event.

Update on 12th Nov : Registration is closed. Please stay tuned with us for the upcoming events

*** Event Plan ***
01-Nov-2022 : Event creation & Agenda finalization.
01-Nov-2022 : Event registration starts
13-Nov-2022 : In-person event

*** Agenda ***
01:00 PM to 02:00 PM : Event registration, lunch & networking
02:00 PM to 02:05 PM : About TFUGs and speaker introduction
02:05 PM to 04:35 PM : MLOps workshop with TensorFlow and Vertex AI by Jayesh Sharma
04:35 PM to 04:55 PM : TFUG Kaggle competition launch
04:55 PM to 05:00 PM : Feedback & Event closure

*** Session overview ***

MLOps is a fast-emerging field, and a lot of companies today have teams focused on mastering the art of putting machine learning models to production. With the advent of new and exciting tech in this space, like AI-generated images, videos or voice, understanding how a model goes from a notebook to a deployed service is very rewarding.
In this workshop, you will learn about the various stages that comprise a machine learning pipeline, the top tools to use to build your solution and how you can design a workflow using an open-source framework like ZenML that keeps your pipelines flexible, composable and portable!

This workshop assumes zero prior knowledge of any concepts related to MLOps. We will start from scratch, training a TensorFlow model using Google's Vertex AI (but you'll encouraged to try out GKE) and work our way up to finally deploying the model as a service on your cloud.

*** About Speaker ***

Jayesh Sharma
Jayesh is deeply fascinated by technology and currently builds and manages the infrastructure for machine learning applications over at ZenML. He plans his days to maintain a balance between coding, sports and music, and will never refuse a chance to go hiking in the nature!

https://twitter.com/wjayesh
https://linkedin.com/in/wjayesh

*** About community ***

TFUG Chennai is a local community for developers, researchers, users and writers interested in ML. The meetups are composed of events around ML and TF to share best practices, discuss the future technology road-map, upcoming features, technology pitfalls and entire gamut of Google’s TF related panoramic technology landscape.To learn more about the TFUG program, visit https://www.tensorflow.org/community

Follow us on Twitter: @TFUGChennai

*** Archive ***
Meetup #34