Iterative Tools Office Hours: MLOps Tool Stack including DVC and CML at Continuum Industries

At this Meetup Ivan Chan shares with us how he and his team at Continuum Industries use DVC and CML to save 2-3 hours of manual work a week and 1 days worth of work on a quarterly basis, automatically in their quest to build Optioneer; a tool to optimize the placement of of linear infrastructure.

The Community has a great discussion following the talk and brainstorms a new idea for creating a platform to share visual MLOps architecture scenarios in the Community.

0:00 Community Chatter
2:07 Intros
2:30 Ivan Chan presenting MLOps Tool Stack: Continuum Industries
17:30 Questions on Ivan's presentation
20:27 Running experiments in parallel with DVC, CML, and GitHub actions
23:44 Integration with Neptune
27:30 What does your detection process look like?
29:58 Community Brainstorming on MLOps Architecture Playground idea and Awesome Iterative Tools Repo.

If you'd like to put your project into our new Awesome projects repo, head here 👉🏽 https://github.com/iterative/awesome-iterative-projects

If you'd like to get started with DVC head to our docs 👉🏽https://dvc.org/doc

Want to get all your questions on DVC, CML, and DVC Studio answered and connect with other MLOps folks? Join our Community in Discord 👉🏽 https://discord.gg/rpgRdvfyAf

Join us at our next Meetup 👉🏽 https://www.meetup.com/DVC-Community-...

If you're interested in presenting about the cool things you and your team do with our tools, our Community would love to hear from you! Reach out at jeny@iterative.ai!

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