Hello and welcome to the second issue of MLOPS. As is the norm you will find five hand curated links to top 5 essential reads in the MLOPS world
1. What Google learned from a decade of outages in ML
Usenix OPML 2020 conference had a lot of good talks on ML in production, however the one that really caught my eye was the presentation by Daniel and Todd. If you want a quick read here is the summary
The 2020 USENIX Conference on Operational Machine Learning (OpML ‘20) will take place as a series of virtual events, free of charge and open to everyone, during the weeks of July 27 and August 3.
The last two decades have yielded us some great understandings about Software Development. A big part of that is due to the emergence of DevOps and it’s wide adoption throughout the industry.
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