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Airflow Sucks for MLOps // Stephen Bailey // MLOps Podcast #141

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What's Your Recommendation System Look Like?

I think one of the fascinating things about data is how how much you can know and also how little you can know about so much. I feel a recommendation system is it's like a clearly like a data application, but it has so much nuance in it because it's such a mature data application that it almost has become it almost is its own thing. We use a tool called Rockset to do our offline data processing and then we'll dump data into a real time analytics layer which basically has has extremely fast lookups and you can also write SQL queries. The latency is very low and I think most importantly, the speed of iteration to get a new a new endpoint up and running was very

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