The best MLOps events and conferences for 2022
Last Updated on January 27, 2022 by Editorial Team
Author(s): Ed Shee
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DevOps

2021 was, quite rightly, touted as โThe Year of MLOpsโ. The MLOps scene exploded with thousands of companies adopting practices and tools aimed at helping them get models into production faster and more efficiently. A multitude of new vendors, consultancies and open source tooling entered the field making it more important than ever to stay on top of whatโs happening.
Throughout January Iโve been asking around to find out the best MLOps events people attended last year. There were loads of great suggestions to go through but a handful kept coming up over and over again. Iโve combined those with my own experiences to create a list of the events and conferences you definitely donโt want toย miss:

AIIA
AIIA (The AI Infrastructure Alliance) is a non-profit foundation with the goal of bringing together the best individual MLOps tools to build โcanonical stacksโ. In 2022, AIIA is going to be running a series of events covering different aspects of the MLOps life cycle. The talks will be highly interactive, mostly comprised of technical demonstrations rather than endless slideware
The schedule for their first 4 events looks likeย this:
March 3rdโโโExperiment Tracking
April 7thโโโModel Deployment
May 5thโโโMonitoring and Tracking Models
June 2ndโโโOrchestration and Pipelines for Machineย Learning
Events are virtual and will be published soon on the AIIAย site.

MLOps Summit
This was one of the few conferences in 2021 that were totally dedicated to the theme of MLOps. The summit did a great job of gathering speakers from end-user companies like Chick-fil-A, Capital One, and BBC which meant for some really interesting warย stories.
The 2022 edition runs 23rdโโโ24th June in San Francisco (and hopefully onlineย too)

KubeCon
You canโt have MLOps without the Ops and itโs no secret that a huge chunk of the Ops (and DevOps) world have adopted Kubernetes as their deployment platform of choice. Kubecon has grown large enough to have its own โmachine learning and dataโ track which will be packed full of MLOps content. Kubernetes users and open-source fans canโt afford to miss thisย one.
Kubecon EU takes place in Valencia, Spain on 16thโโโ20th May (alsoย Virtual)
Kubecon NA will be in Detroit, Michigan on 24thโโโ28thย October

MLOps Salon
The team over at Verta.ai put together a couple of micro-conferences (is that a thing?) focused on MLOps last year. Iโm usually pretty skeptical of events run by vendors because, more often than not, they are full of product pitches. Excitingly, that wasnโt the case with these. Their applying MLOps at scale event had some brilliant external speakers who were really knowledgeable.
I canโt find any info on a 2022 schedule for these events but Iโm hoping theyโll do more of them forย sure!

MLOps Community
If youโre not already a member of the MLOps.community then go and join it right now! Throughout 2021 they ran regular meetups, reading groups, coffee sessions, and podcasts. The speakers are a nice mix of vendors, end-users, and open source contributors. The slack channels are also an awesome place to ask for help orย advice.
Expect more of the same excellent content inย 2022

ODSC
In the past, ODSC (Open Data Science Conference) might have focussed on traditional data science and included some machine learning content but these days itโs more likely the other way around. With ODSC being so big and having so much ML content, the last couple of years has seen more and more MLOps content being included. The trend is bound to stay the same and weโll see even more great MLOps talks at the ODSC conferences thisย year.
ODSC East is in Boston on 19thโโโ21stย April
ODSC West is in San Francisco on 1stโโโ3rdย November
ODSC Europe is in London on 15thโโโ16thย June
ODSC APAC is planned for 7thโโโ8th September and is currently fullyย virtual

MLOps World
As I mentioned earlier, there are only a handful of full-blown conferences that are totally dedicated to MLOpsโฆ MLOps World is one of them! The event in 2021 was packed full of interesting talks and I fully expect itโll be even bigger and better inย 2022.
The 2022 conference takes place in Toronto, Canada on 7thโโโ10thย June

apply()
This conference kept coming up over and over again when I was collecting opinions for this list. Apply() conf has been put together by the team over at Tecton. ML Engineering is the main focus of the conference so anyone who works in the MLOps space is bound to learn something new.
Apply() is back in May 2022 (18th-19th) and isย virtual

MLOps London
I canโt make a list of the best events for 2022 and not include my own? Thatโd just be rude, right? Jokes and nepotism aside, I genuinely believe the MLOps London meetups belong on thisย list.
Iโve taken care to make sure all of these meetups not only have great quality MLOps speakers but also are streamed live online so that people all over the world canย attend.
MLOps London takes place every two months. You can attend in person in London or follow the youtube channel to watch them live or on-demand.
If Iโve missed an event you loved from last year, let me know in the comments. Iโm always looking for places toย learn!
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