6min chapter

The MLOps Podcast cover image

🏗 Reasonable Scale MLOps with Jacopo Tagliabue

The MLOps Podcast

CHAPTER

Do You Have a Product Management Plan?

If you don't collect data, it might cost you less storage, but it's going to cost you more on time to market and like getting to the product or the hypothesis that you need. And also in the same sense of like how you document your machine learning journey, it's better to err on the side of creating too much information so that you're not lost later. Two zone was a small company we're processing like north of 100 million events per day, including search, recommendation and things we use. So dozens of millions of people have been touched by our API without knowing them.

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