DevOps Melbourne December 2020 (Online)

Hello All,

In order to help with social distancing and still staying connected with our DevOps Community, we have decided to host our meetups online for the time being.

If you've got an idea for an interesting talk about DevOps, infrastructure, security, observability, cloud, platforms or you want to share your or team's DevOps journey with others or anything in between, let us know here or feel free to connect with us on LinkedIn!

Talks can run anywhere between 15 and 35 mins.

Feel free to reach out to us here or on LinkedIn with your Talk title, Abstract.

We also have a place for Community Marketplaces which is a platform for people who have jobs and are looking for candidates and for people who are looking jobs.

Note: We will be using zoom for this event. If you would be joining us, it would be useful to download it before. We will share the meeting link on the day of the event.

CONFIRMED TALKS

Speaker: Damian Brady

Talk: DevOps for Machine Learning or MLOps

https://damianbrady.com.au/2019/10/28/mlops-or-devops-for-machine-learning/

Over the past decade, DevOps has dramatically improved software delivery outcomes for traditional software projects. Machine Learning is now mainstream and accessible enough that a similar level of maturity is becoming necessary for those projects. Thankfully, the lessons, practices, and principles of DevOps are a great basis for the emerging field of MLOps.

In this session we'll look at how DevOps practices and principles can be applied to machine learning projects. We'll examine the similarities and parallels between the two specialties, but also the key differences and how to adjust typical DevOps techniques to account for them. We'll look at how to construct an end-to-end MLOps solution from idea and data exploration all the way through delivery to a production system and analysis of performance. Throughout, we'll focus on the core principles of DevOps - delivering verifiably valuable change to end users in an efficient and robust way.

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OpenSpaces
Self-organising content style discussion. This give attendees the opportunity to talk about anything they’d like. A person might suggest a topic they want to learn about, or one they feel like they can help others with. The topics range widely, from highly technical, to pure culture, to board games for networking.
Details: https://devopsdays.org/open-space-format/