MLOps Bristol - Meetup #1

Come join us at Cookpad for the first meetup of the MLOps Bristol community!

There will be food, drink, and a couple of talks from some great speakers.

Timetable:
18:00: Welcome drinks and food: Jose and Demetrios will be cooking 🥁 … Vegetarian Paella 🥘 for the early joiners! If you can’t arrive around 6pm no worries, there will be other food options and, of course, cookies provided by neptune.ai 🍪.

18:30: Talk 1 - Code Quality in Data Science - Laszlo Sragner

19:00: Short Break

19:10: Talk 2 - DevOps, Security and Observability in ML - Luke Marsden

19:40: Social (Food/Drink)

20:30(ish): Networking continues at a pub for those that wish.

Talk Descriptions:

Code Quality in Data Science - Laszlo Sragner
"You hear a lot of advice on applying code craft paradigms to Machine Learning, but what exactly do you need to do? In this presentation, I will introduce a minimal set of techniques that will help you remove technical debt and make you more productive. I will talk about: Clean Architecture, Design Patterns, Code Smells, Refactoring, Code Readability
and how these come together in a Data Science project."

DevOps, Security and Observability in ML - Luke Marsden
"In this talk we'll look at how you can build:

• MLOps processes
• on top of tooling stacks
• on top of infrastructure

Click here for a deeper dive into what we’ll cover in these three points.

Also, I'll give a sneak peek of something totally new we're working on."

This event is brought to you by neptune.ai.