Valuable #datascience in Production Comes in All Sizes

Key Takeaways

even an offline analysis of a model where you end up generating a Google doc or end up writing a memo for consumption by let's say the business team can go a long way I'm pretty sure a lot of companies in the consumer space uh for example Spotify I believe recently raised their prices or is about to raise prices and there would have been a lot of um statistical analysis and very likely machine learning that might have also gone in in terms of uh figuring out what kind of pring strategy or pricing changes across geographies would work well and that's yet another example of putting models into production uh where no microservices involved uh no high scale low latency inferencing uh is involved but still is as critical to the business as any other machine learning use case