It is common in the machine learning world to hear a lot about performance and availability in terms of data infrastructure for AI. In this presentation, Jim Dowling will illustrate what lies behind these terms, the three different facets of performance, and the different levels of high availability.
He will discuss how these system properties relate to your machine learning models and when you might need to account for them when productionizing your models.
The modern data team consists of Data Engineers, Data Scientists, Machine Learning Engineers, and Business Analysts, but effective collaboration is challenging. In this talk we will show how a centralized data platform helps solve these issues.
Hopsworks Feature Store is available both on AWS and Azure as a managed platform.
You can register for free, without having to enter payment details.