4min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Applied AI/ML Research at PayPal with Vidyut Naware - #593

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Is MLOps Still Applied R&D?

Vidyut: PayPal is trying to automate as many of the steps involved in model development and delivery. This helps with making our development cycles shorter and basically increasing deployment velocity, right? Vidyut: 50% of the bandwidth goes in kind of like the day to day building off the pipelines onboarding new models and customers onto the MLOps rails or so on. The R&D side will look into something like semi-supervised learning because ultimately it's a way for us to automate the process of a model refresh by looking at a technique like that.

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