For those who're bored at home, for those who want to see friends and talk to them, the chance is right here.
Let's meet at ML meetup, which will take place in virtual reality. All you need is a computer, VR-headsets aren't required. You'll log in, set up the avatar, select the seat, and will appear in the conference room, surrounded by all the folks from regular ML meetups. You'll be able to start a tet-a-tet chat, take photos/videos, hang out with friends during the afterparty and do some stuff from real life.
WHO'S GONNA SPEAK?
* Stepan Maksymchuk - CD4ML using Kubeflow and GitHub Actions
Continuous Delivery for Machine Learning (CD4ML) is a software engineering approach in which a cross-functional team produces machine learning applications based on code, data, and models in small and safe increments that can be reproduced and reliably released at any time, in short adaptation cycles.
Meet Stepan Maksimchuk from Ventus Cloud AG and learn how GitHub Actions and Kubeflow can be used together to implement the full end-to-end process for a sample ML application.
* Paul Galushko - What an ML engineer should know to deploy successful services to production
How can an ML model remain useful without becoming a mathematical puzzle? We’ll talk about ravines that are not obvious from the jupyter notebook.
For ML to become a real service, we’ll cover the following:
- Production hardware
- Cost of the service
- Deployment of ML and services, their delivery to users
- Mass re-learning of models, if their number exceeds 3
- Common issues for high-load services
- Design principles of industrial development, that help you live in harmony with yourself, your code, your colleges, and not to be afraid to go out even after quarantine.
Viewing presentations is fun, but not enough. You want an afterparty to relax, listen to music, talk to DS buddies, and meet someone new. You'll have this chance after presentations. Time for the afterparty isn't limited.
If you download some other files from the web with a slow connection or with old laptops, it may affect the quality of your experience.
The app is in beta, it will contain basic features but don't expect a superior experience.
* Where and when
The Meetup will take place on Tuesday, April 07 in virtual reality. All registered participants will get info on how to get in on Tuesday, April 07.
* How to apply?
Participation is free. The room is limited to 100 seats. To apply - please fill in the form https://forms.gle/4aZVkdC7Z1xSpZbUA
Updates, contact with other visitors and organizers in the chat https://t.me/mlmeetup