article thumbnail

MLOps and DevOps: Why Data Makes It Different

O'Reilly

Since software engineers manage to build ordinary software without experiencing as much pain as their counterparts in the ML department, it begs the question: should we just start treating ML projects as software engineering projects as usual, maybe educating ML practitioners about the existing best practices?

DevOps 137
article thumbnail

O’Reilly serverless survey 2019: Concerns, what works, and what to expect

O'Reilly

Educating current staff” was the No. customers who already like and use Azure or Google Cloud Platform are likely to find the same advantages hold with Azure Functions and Google Cloud Functions. This further reinforces that it takes time to start seeing significant cost benefits with serverless. Custom tooling” ranked No.

article thumbnail

Tasktop Viz launch – DevOps Enterprise Summit 2019 – Day Two Recap

Tasktop

Scott Havens, Senior Director of Engineering at Mode Operandi, highlighted the benefits of event-based systems over legacy approaches, and how software architecture should be just as beautiful as the clothes on sale. Just look at how ugly that service-oriented architecture is!” Photo credit: @DOES_USA.

DevOps 8