Hands-on - Introduction to MLOPS (online)

Note: This is the online event - if you want to join in-person go to:
https://www.meetup.com/devopsplayground/events/287300725/

Youtube: https://youtu.be/9p3m1GOgK6c
Support Slack Channel: https://join.slack.com/t/playgroundsupport/shared_invite/zt-eovp57xv-cufxkw\~jKycbA_bvJ\~\~Zxw

Speakers:
Afroz Shaikh - https://www.linkedin.com/in/afroz-shaikh/
Sami Alsindi - https://www.linkedin.com/in/samialsindi/

This month we have a special treat for you! We are going to learn about MLOps as once again we are broadening our horizons by giving the stage to our dear colleagues from the Data Science world. We are going to discuss/learn:

1\. Introduction to MLOps
2\. Why do we need MLOps?
3\. Who are the people involved in the MLOps life cycle?
4\. What does it take to make the ML models operational?
5\. Implement an MLOps pipeline on AWS \(operationalising ML project including model performance monitoring\) using the Step Functions and SageMaker stack\.

Agenda (in-person):
18:00 - Doors open, time to settle in and grab a drink!
18:30 - Start of the session
20:00 - Time for the pizza and networking
21:00 - The end

For those coming to our meet-up for the first time. We believe in learning by doing, so please bring a laptop with you! The session will start with a short presentation introducing the topic and lead into a \~1hr long lab. We will provide an environment for you, so anything with the web browser from this century should be sufficient!